Datasets:

wx91726
/

SpatialGen-Bench

id stringlengths 20 107	capability stringclasses 4 values	task stringclasses 14 values	image_path stringlengths 24 113	media_paths listlengths 1 5	question stringlengths 20 896	answer stringlengths 1 890	answer_type stringclasses 5 values	choices listlengths 0 4	source stringclasses 13 values	source_id stringlengths 3 107	metadata_json stringlengths 35 1.53k
perception_counting_108	perception	counting	perception/counting/108.jpg	[ "perception/counting/108.jpg" ]	How many floral patterns are there in the image?	4	integer	[]	CountBench	perception_counting_108	{"text":"set of four seamless red floral pattern vector image","source":"CountBench"}
perception_counting_110	perception	counting	perception/counting/110.jpg	[ "perception/counting/110.jpg" ]	How many dice are there in the image?	10	integer	[]	CountBench	perception_counting_110	{"text":"d10 set of ten green dice","source":"CountBench"}
perception_counting_118	perception	counting	perception/counting/118.jpg	[ "perception/counting/118.jpg" ]	How many glasses are there in the image?	4	integer	[]	CountBench	perception_counting_118	{"text":"LSA Wine set of four stemless red wine glasses","source":"CountBench"}
perception_counting_12	perception	counting	perception/counting/12.jpg	[ "perception/counting/12.jpg" ]	How many chairs are there in the image?	8	integer	[]	CountBench	perception_counting_12	{"text":"Set of eight walnut queen anne dining chairs for sale at for Dining room chairs queen anne","source":"CountBench"}
perception_counting_121	perception	counting	perception/counting/121.jpg	[ "perception/counting/121.jpg" ]	How many gears are there in the image?	3	integer	[]	CountBench	perception_counting_121	{"text":"Conceptual three gears with Earth globes - 3d render","source":"CountBench"}
perception_counting_124	perception	counting	perception/counting/124.jpg	[ "perception/counting/124.jpg" ]	How many bridesmaids are there in the image?	8	integer	[]	CountBench	perception_counting_124	{"text":"Smoke gray one-shouldered dresses created a sophisticated and dramatic look for Melissa's eight bridesmaids.","source":"CountBench"}
perception_counting_125	perception	counting	perception/counting/125.jpg	[ "perception/counting/125.jpg" ]	How many apples are there in the image?	7	integer	[]	CountBench	perception_counting_125	{"text":"A set of seven red plastic apples on a white background","source":"CountBench"}
perception_counting_137	perception	counting	perception/counting/137.jpg	[ "perception/counting/137.jpg" ]	How many people are there in the image?	10	integer	[]	CountBench	perception_counting_137	{"text":"Our creative team of ten people with occupations icons","source":"CountBench"}
perception_counting_138	perception	counting	perception/counting/138.jpg	[ "perception/counting/138.jpg" ]	How many couples are there in the image?	8	integer	[]	CountBench	perception_counting_138	{"text":"The eight remaining couples on 'Dancing With The Stars' week 6","source":"CountBench"}
perception_counting_14	perception	counting	perception/counting/14.jpg	[ "perception/counting/14.jpg" ]	How many golfers are there in the image?	9	integer	[]	CountBench	perception_counting_14	{"text":"Watch nine golfers sink putts into same hole","source":"CountBench"}
perception_counting_142	perception	counting	perception/counting/142.jpg	[ "perception/counting/142.jpg" ]	How many roses are there in the image?	9	integer	[]	CountBench	perception_counting_142	{"text":"American Box entry of nine miniature roses","source":"CountBench"}
perception_counting_143	perception	counting	perception/counting/143.jpg	[ "perception/counting/143.jpg" ]	How many people are there in the image?	2	integer	[]	CountBench	perception_counting_143	{"text":"Joshua (left) and Alexander are the 2013 Hill-Stephens Scholars, an honor awarded to two African-American sophomores or juniors at Harvard College.","source":"CountBench"}
perception_counting_145	perception	counting	perception/counting/145.jpg	[ "perception/counting/145.jpg" ]	How many guitars are there in the image?	3	integer	[]	CountBench	perception_counting_145	{"text":"three guitars vector image","source":"CountBench"}
perception_counting_151	perception	counting	perception/counting/151.jpg	[ "perception/counting/151.jpg" ]	How many chairs are there in the image?	5	integer	[]	CountBench	perception_counting_151	{"text":"five solid oak dining chairs by maurice pr france 1950s","source":"CountBench"}
perception_counting_155	perception	counting	perception/counting/155.jpg	[ "perception/counting/155.jpg" ]	How many girls are there in the image?	3	integer	[]	CountBench	perception_counting_155	{"text":"three girls raised their glasses in a nightclub","source":"CountBench"}
perception_counting_157	perception	counting	perception/counting/157.jpg	[ "perception/counting/157.jpg" ]	How many mandalas are there in the image?	9	integer	[]	CountBench	perception_counting_157	{"text":"Set of nine geometric colorful mandala vector","source":"CountBench"}
perception_counting_16	perception	counting	perception/counting/16.jpg	[ "perception/counting/16.jpg" ]	How many outfits are there in the image?	4	integer	[]	CountBench	perception_counting_16	{"text":"A look at style queen Maxima's four inauguration outfits","source":"CountBench"}
perception_counting_174	perception	counting	perception/counting/174.jpg	[ "perception/counting/174.jpg" ]	How many doors are there in the image?	3	integer	[]	CountBench	perception_counting_174	{"text":"Choice of three doors opening to possible vacation or getaway destinations Imagens","source":"CountBench"}
perception_counting_181	perception	counting	perception/counting/181.jpg	[ "perception/counting/181.jpg" ]	How many candles are there in the image?	6	integer	[]	CountBench	perception_counting_181	{"text":"Pack of six LED battery operated tea lights/candles","source":"CountBench"}
perception_counting_183	perception	counting	perception/counting/183.jpg	[ "perception/counting/183.jpg" ]	How many men are there in the image?	2	integer	[]	CountBench	perception_counting_183	{"text":"Portrait of two men, unidentified","source":"CountBench"}
perception_counting_184	perception	counting	perception/counting/184.jpg	[ "perception/counting/184.jpg" ]	How many frames are there in the image?	3	integer	[]	CountBench	perception_counting_184	{"text":"The three Sellwood finish options for Sisi Photography wedding collections - Teal, white and black.","source":"CountBench"}
perception_counting_199	perception	counting	perception/counting/199.jpg	[ "perception/counting/199.jpg" ]	How many figurines are there in the image?	8	integer	[]	CountBench	perception_counting_199	{"text":"All eight kinds of one piece figure skating world collector bulldog figure skating ONE PIECE FILM Z Vol.4 《 immediate delivery product 》","source":"CountBench"}
perception_counting_206	perception	counting	perception/counting/206.jpg	[ "perception/counting/206.jpg" ]	How many dice are there in the image?	10	integer	[]	CountBench	perception_counting_206	{"text":"d10 set of ten - Yellow","source":"CountBench"}
perception_counting_217	perception	counting	perception/counting/217.jpg	[ "perception/counting/217.jpg" ]	How many silhouettes of couples are there in the image?	9	integer	[]	CountBench	perception_counting_217	{"text":"Silhouette of groom and a bride in a nine different poses","source":"CountBench"}
perception_counting_236	perception	counting	perception/counting/236.jpg	[ "perception/counting/236.jpg" ]	How many dice are there in the image?	10	integer	[]	CountBench	perception_counting_236	{"text":"d10 set of ten","source":"CountBench"}
perception_counting_245	perception	counting	perception/counting/245.jpg	[ "perception/counting/245.jpg" ]	How many poinsettias are there in the image?	10	integer	[]	CountBench	perception_counting_245	{"text":"All ten Christmas Poinsettia","source":"CountBench"}
perception_counting_253	perception	counting	perception/counting/253.jpg	[ "perception/counting/253.jpg" ]	How many photos are there in the image?	9	integer	[]	CountBench	perception_counting_253	{"text":"Business collage composed of nine photos of successful and positive business women photo","source":"CountBench"}
perception_counting_277	perception	counting	perception/counting/277.jpg	[ "perception/counting/277.jpg" ]	How many keychains are there in the image?	8	integer	[]	CountBench	perception_counting_277	{"text":"A person on behalf of eight Mushroom Doll Keychain","source":"CountBench"}
perception_counting_28	perception	counting	perception/counting/28.jpg	[ "perception/counting/28.jpg" ]	How many silhouettes are there in the image?	10	integer	[]	CountBench	perception_counting_28	{"text":"Silhouette of ten young women, walking hand in hand.","source":"CountBench"}
perception_counting_285	perception	counting	perception/counting/285.jpg	[ "perception/counting/285.jpg" ]	How many eggs are there in the image?	10	integer	[]	CountBench	perception_counting_285	{"text":"3D illustration of ten eggs in a carton package","source":"CountBench"}
perception_counting_299	perception	counting	perception/counting/299.jpg	[ "perception/counting/299.jpg" ]	How many Cookies are there in the image?	7	integer	[]	CountBench	perception_counting_299	{"text":"Overhead shot of seven Chewy Peanut Butter Cookies with Chocolate M&M's on a white plate.","source":"CountBench"}
perception_counting_326	perception	counting	perception/counting/326.jpg	[ "perception/counting/326.jpg" ]	How many dice are there in the image?	7	integer	[]	CountBench	perception_counting_326	{"text":"set of seven green polyhedral dice for role playing games","source":"CountBench"}
perception_counting_339	perception	counting	perception/counting/339.jpg	[ "perception/counting/339.jpg" ]	How many butterflies are there in the image?	10	integer	[]	CountBench	perception_counting_339	{"text":"Set of ten ornamental butterflies","source":"CountBench"}
perception_counting_382	perception	counting	perception/counting/382.jpg	[ "perception/counting/382.jpg" ]	How many people are in the foreground of this image?	7	integer	[]	CountBench	perception_counting_382	{"text":"Lloyds Bank Commercial Banking has appointed seven new specialist banking professionals dedicated to the property SME sector. Pictured are Harjit, Andy , Dave, Mike, Demetrius, Damian and Dave","source":"CountBench"}
perception_counting_386	perception	counting	perception/counting/386.jpg	[ "perception/counting/386.jpg" ]	How many dice are there in the image?	10	integer	[]	CountBench	perception_counting_386	{"text":"d10 set of ten red dice","source":"CountBench"}
perception_counting_396	perception	counting	perception/counting/396.jpg	[ "perception/counting/396.jpg" ]	How many groomsmen are there in the image?	7	integer	[]	CountBench	perception_counting_396	{"text":"All of Peter's seven groomsmen wore gray Vera Wang tuxedos with slim black ties, forgoing boutonnieres for white pocket squares.","source":"CountBench"}
perception_counting_420	perception	counting	perception/counting/420.jpg	[ "perception/counting/420.jpg" ]	How many children are there in the image?	7	integer	[]	CountBench	perception_counting_420	{"text":"McCain poses with his wife and seven children in 2000. The children, from left, are Andrew, Jimmy, Jack, Bridget, Meghan, Douglas and Sidney.","source":"CountBench"}
perception_counting_425	perception	counting	perception/counting/425.jpg	[ "perception/counting/425.jpg" ]	How many pairs of socks are there in the image?	5	integer	[]	CountBench	perception_counting_425	{"text":"bluezoo - Pack of five boys+ white tip striped socks","source":"CountBench"}
perception_counting_485	perception	counting	perception/counting/485.jpg	[ "perception/counting/485.jpg" ]	How many wooden spoons are there in the image?	9	integer	[]	CountBench	perception_counting_485	{"text":"nine healthy dried berry collection (blueberry, mulberry, cherry, goji, elderberry, chokeberry, cranberry, goldenberry) on isolated wooden spoons, top view","source":"CountBench"}
perception_counting_96	perception	counting	perception/counting/96.jpg	[ "perception/counting/96.jpg" ]	How many silhouettes of couples are there in the image?	10	integer	[]	CountBench	perception_counting_96	{"text":"ten couples silhouettes vector image vector image","source":"CountBench"}
perception_depth_val_Relative_Depth_1	perception	depth	perception/depth/val_Relative_Depth_1.jpg	[ "perception/depth/val_Relative_Depth_1.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_1	{"coordinates":[[0.437,0.905],[0.565,0.905]],"source":"BLINK"}
perception_depth_val_Relative_Depth_102	perception	depth	perception/depth/val_Relative_Depth_102.jpg	[ "perception/depth/val_Relative_Depth_102.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_102	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_103	perception	depth	perception/depth/val_Relative_Depth_103.jpg	[ "perception/depth/val_Relative_Depth_103.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_103	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_104	perception	depth	perception/depth/val_Relative_Depth_104.jpg	[ "perception/depth/val_Relative_Depth_104.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_104	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_106	perception	depth	perception/depth/val_Relative_Depth_106.jpg	[ "perception/depth/val_Relative_Depth_106.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_106	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_108	perception	depth	perception/depth/val_Relative_Depth_108.jpg	[ "perception/depth/val_Relative_Depth_108.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_108	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_11	perception	depth	perception/depth/val_Relative_Depth_11.jpg	[ "perception/depth/val_Relative_Depth_11.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_11	{"coordinates":[[0.777,0.151],[0.456,0.772]],"source":"BLINK"}
perception_depth_val_Relative_Depth_110	perception	depth	perception/depth/val_Relative_Depth_110.jpg	[ "perception/depth/val_Relative_Depth_110.jpg" ]	Which point is closer to the camera?	(A)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_110	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_111	perception	depth	perception/depth/val_Relative_Depth_111.jpg	[ "perception/depth/val_Relative_Depth_111.jpg" ]	Which point is closer to the camera?	(A)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_111	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_114	perception	depth	perception/depth/val_Relative_Depth_114.jpg	[ "perception/depth/val_Relative_Depth_114.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_114	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_116	perception	depth	perception/depth/val_Relative_Depth_116.jpg	[ "perception/depth/val_Relative_Depth_116.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_116	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_121	perception	depth	perception/depth/val_Relative_Depth_121.jpg	[ "perception/depth/val_Relative_Depth_121.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_121	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_13	perception	depth	perception/depth/val_Relative_Depth_13.jpg	[ "perception/depth/val_Relative_Depth_13.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_13	{"coordinates":[[0.326,0.4442],[0.674,0.4442]],"source":"BLINK"}
perception_depth_val_Relative_Depth_16	perception	depth	perception/depth/val_Relative_Depth_16.jpg	[ "perception/depth/val_Relative_Depth_16.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_16	{"coordinates":[[0.38,0.072],[0.622,0.072]],"source":"BLINK"}
perception_depth_val_Relative_Depth_19	perception	depth	perception/depth/val_Relative_Depth_19.jpg	[ "perception/depth/val_Relative_Depth_19.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_19	{"coordinates":[[0.137,0.457],[0.866,0.457]],"source":"BLINK"}
perception_depth_val_Relative_Depth_2	perception	depth	perception/depth/val_Relative_Depth_2.jpg	[ "perception/depth/val_Relative_Depth_2.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_2	{"coordinates":[[0.912,0.1413],[0.576,0.9227]],"source":"BLINK"}
perception_depth_val_Relative_Depth_22	perception	depth	perception/depth/val_Relative_Depth_22.jpg	[ "perception/depth/val_Relative_Depth_22.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_22	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_27	perception	depth	perception/depth/val_Relative_Depth_27.jpg	[ "perception/depth/val_Relative_Depth_27.jpg" ]	Which point is closer to the camera?	(A)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_27	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_3	perception	depth	perception/depth/val_Relative_Depth_3.jpg	[ "perception/depth/val_Relative_Depth_3.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_3	{"coordinates":[[0.122,0.0952],[0.208,0.8065]],"source":"BLINK"}
perception_depth_val_Relative_Depth_32	perception	depth	perception/depth/val_Relative_Depth_32.jpg	[ "perception/depth/val_Relative_Depth_32.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_32	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_33	perception	depth	perception/depth/val_Relative_Depth_33.jpg	[ "perception/depth/val_Relative_Depth_33.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_33	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_38	perception	depth	perception/depth/val_Relative_Depth_38.jpg	[ "perception/depth/val_Relative_Depth_38.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_38	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_47	perception	depth	perception/depth/val_Relative_Depth_47.jpg	[ "perception/depth/val_Relative_Depth_47.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_47	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_50	perception	depth	perception/depth/val_Relative_Depth_50.jpg	[ "perception/depth/val_Relative_Depth_50.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_50	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_53	perception	depth	perception/depth/val_Relative_Depth_53.jpg	[ "perception/depth/val_Relative_Depth_53.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_53	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_67	perception	depth	perception/depth/val_Relative_Depth_67.jpg	[ "perception/depth/val_Relative_Depth_67.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_67	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_76	perception	depth	perception/depth/val_Relative_Depth_76.jpg	[ "perception/depth/val_Relative_Depth_76.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_76	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_79	perception	depth	perception/depth/val_Relative_Depth_79.jpg	[ "perception/depth/val_Relative_Depth_79.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_79	{"coordinates":[],"source":"BLINK"}
perception_depth_val_Relative_Depth_8	perception	depth	perception/depth/val_Relative_Depth_8.jpg	[ "perception/depth/val_Relative_Depth_8.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_8	{"coordinates":[[0.3202,0.0913],[0.5914,0.1872]],"source":"BLINK"}
perception_depth_val_Relative_Depth_85	perception	depth	perception/depth/val_Relative_Depth_85.jpg	[ "perception/depth/val_Relative_Depth_85.jpg" ]	Which point is closer to the camera?	(B)	text	[ "A is closer", "B is closer" ]	BLINK	perception_depth_val_Relative_Depth_85	{"coordinates":[],"source":"BLINK"}
size_sphere_manipulation_144.1	perception	size	perception/size/sphere_manipulation_144_1.jpg	[ "perception/size/sphere_manipulation_144_1.jpg" ]	Is the steel bowl narrower than the shoulder of the lady behind?	no	text	[ "no", "yes" ]	SPHERE-VLM/object_manipulation	144.1	{"source":"SPHERE-VLM/object_manipulation","source_id":"144.1","source_scene_id":"coco_test2017:6284","difficulty":"hard","difficulty_factors":["cross_category_extent_transfer","near_equal_scale","perspective_variation"],"visual_evidence_type":"cross_category_visible_width_comparison","visual_verifiability":"inferable_...
size_sphere_size_only_1.0	perception	size	perception/size/sphere_size_only_1_0.jpg	[ "perception/size/sphere_size_only_1_0.jpg" ]	Which person is taller?	the right	text	[ "the left", "the right" ]	SPHERE-VLM/size_only	1.0	{"source":"SPHERE-VLM/size_only","source_id":"1.0","source_scene_id":"coco_test2017:202","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","near_equal_scale","perspective_variation"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable_from_visible_...
size_sphere_size_only_109.0	perception	size	perception/size/sphere_size_only_109_0.jpg	[ "perception/size/sphere_size_only_109_0.jpg" ]	Which chandelier is bigger?	the left chandelier	text	[ "the left chandelier", "the right chandelier" ]	SPHERE-VLM/size_only	109.0	{"source":"SPHERE-VLM/size_only","source_id":"109.0","source_scene_id":"coco_test2017:27634","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","perspective_variation","small_target"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable_from_visible_...
size_sphere_size_only_11.0	perception	size	perception/size/sphere_size_only_11_0.jpg	[ "perception/size/sphere_size_only_11_0.jpg" ]	Which sheep is the shortest?	the middle sheep	text	[ "the leftmost sheep", "the middle sheep" ]	SPHERE-VLM/size_only	11.0	{"source":"SPHERE-VLM/size_only","source_id":"11.0","source_scene_id":"coco_test2017:1380","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","near_equal_scale","perspective_variation","small_target","partial_occlusion"],"visual_evidence_type":"visible_comparative_extent","visual_verifiabilit...
size_sphere_size_only_127.0	perception	size	perception/size/sphere_size_only_127_0.jpg	[ "perception/size/sphere_size_only_127_0.jpg" ]	Which vase is the highest?	second vase from the right	text	[ "first vase from the right", "second vase from the right" ]	SPHERE-VLM/size_only	127.0	{"source":"SPHERE-VLM/size_only","source_id":"127.0","source_scene_id":"coco_test2017:31571","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","perspective_variation","small_target","partial_occlusion"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_veri...
size_sphere_size_only_135.0	perception	size	perception/size/sphere_size_only_135_0.jpg	[ "perception/size/sphere_size_only_135_0.jpg" ]	Which utensil is shorter?	fork	text	[ "knife", "fork" ]	SPHERE-VLM/size_only	135.0	{"source":"SPHERE-VLM/size_only","source_id":"135.0","source_scene_id":"coco_test2017:34504","difficulty":"medium","difficulty_factors":["same_category_size_discrimination","near_equal_scale"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable_from_visible_object_extents","s...
size_sphere_size_only_138.0	perception	size	perception/size/sphere_size_only_138_0.jpg	[ "perception/size/sphere_size_only_138_0.jpg" ]	Are the three black goblets the same height?	yes	text	[ "no", "yes" ]	SPHERE-VLM/size_only	138.0	{"source":"SPHERE-VLM/size_only","source_id":"138.0","source_scene_id":"coco_test2017:35665","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","equal_or_different_scale_judgment","near_equal_scale"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiab...
size_sphere_size_only_139.0	perception	size	perception/size/sphere_size_only_139_0.jpg	[ "perception/size/sphere_size_only_139_0.jpg" ]	Is the rightmost pumpkin the biggest?	yes	text	[ "no", "yes" ]	SPHERE-VLM/size_only	139.0	{"source":"SPHERE-VLM/size_only","source_id":"139.0","source_scene_id":"coco_test2017:35675","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","near_equal_scale","perspective_variation"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable_from_visi...
size_sphere_size_only_145.0	perception	size	perception/size/sphere_size_only_145_0.jpg	[ "perception/size/sphere_size_only_145_0.jpg" ]	Do the two cows look the same height?	yes	text	[ "no", "yes" ]	SPHERE-VLM/size_only	145.0	{"source":"SPHERE-VLM/size_only","source_id":"145.0","source_scene_id":"coco_test2017:36683","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","equal_or_different_scale_judgment","near_equal_scale","perspective_variation","small_target","partial_occlusion"],"visual_evidence_type":"visible_co...
size_sphere_size_only_15.0	perception	size	perception/size/sphere_size_only_15_0.jpg	[ "perception/size/sphere_size_only_15_0.jpg" ]	Are the table lamps on the left and right sides of the bed of the same size?	yes	text	[ "no", "yes" ]	SPHERE-VLM/size_only	15.0	{"source":"SPHERE-VLM/size_only","source_id":"15.0","source_scene_id":"coco_test2017:2797","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","equal_or_different_scale_judgment","near_equal_scale"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable...
size_sphere_size_only_150.0	perception	size	perception/size/sphere_size_only_150_0.jpg	[ "perception/size/sphere_size_only_150_0.jpg" ]	Do the two giraffes have different height?	yes	text	[ "no", "yes" ]	SPHERE-VLM/size_only	150.0	{"source":"SPHERE-VLM/size_only","source_id":"150.0","source_scene_id":"coco_test2017:37948","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","equal_or_different_scale_judgment","perspective_variation","small_target","partial_occlusion"],"visual_evidence_type":"visible_comparative_extent","...
size_sphere_size_only_152.0	perception	size	perception/size/sphere_size_only_152_0.jpg	[ "perception/size/sphere_size_only_152_0.jpg" ]	Do the two zebras have different height?	yes	text	[ "no", "yes" ]	SPHERE-VLM/size_only	152.0	{"source":"SPHERE-VLM/size_only","source_id":"152.0","source_scene_id":"coco_test2017:38150","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","equal_or_different_scale_judgment","perspective_variation","small_target","partial_occlusion"],"visual_evidence_type":"visible_comparative_extent","...
size_sphere_size_only_160.0	perception	size	perception/size/sphere_size_only_160_0.jpg	[ "perception/size/sphere_size_only_160_0.jpg" ]	Do the five cups in the first row look the same height?	yes	text	[ "no", "yes" ]	SPHERE-VLM/size_only	160.0	{"source":"SPHERE-VLM/size_only","source_id":"160.0","source_scene_id":"coco_test2017:38792","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","equal_or_different_scale_judgment","near_equal_scale"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiab...
size_sphere_size_only_187.0	perception	size	perception/size/sphere_size_only_187_0.jpg	[ "perception/size/sphere_size_only_187_0.jpg" ]	Which giraffe is taller	the right	text	[ "the left", "the right" ]	SPHERE-VLM/size_only	187.0	{"source":"SPHERE-VLM/size_only","source_id":"187.0","source_scene_id":"coco_test2017:79079","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","near_equal_scale","perspective_variation","small_target","partial_occlusion"],"visual_evidence_type":"visible_comparative_extent","visual_verifiabil...
size_sphere_size_only_188.0	perception	size	perception/size/sphere_size_only_188_0.jpg	[ "perception/size/sphere_size_only_188_0.jpg" ]	Which person is taller?	the one standing at the back	text	[ "the one standing at the front", "the one standing at the back" ]	SPHERE-VLM/size_only	188.0	{"source":"SPHERE-VLM/size_only","source_id":"188.0","source_scene_id":"coco_test2017:56654","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","near_equal_scale","perspective_variation"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable_from_visi...
size_sphere_size_only_189.0	perception	size	perception/size/sphere_size_only_189_0.jpg	[ "perception/size/sphere_size_only_189_0.jpg" ]	Which baby is taller?	the right	text	[ "the left", "the right" ]	SPHERE-VLM/size_only	189.0	{"source":"SPHERE-VLM/size_only","source_id":"189.0","source_scene_id":"coco_test2017:58097","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","near_equal_scale","perspective_variation"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable_from_visi...
size_sphere_size_only_195.0	perception	size	perception/size/sphere_size_only_195_0.jpg	[ "perception/size/sphere_size_only_195_0.jpg" ]	Is the leftmost sunflower the biggest of the three sunflowers in the picture?	no	text	[ "no", "yes" ]	SPHERE-VLM/size_only	195.0	{"source":"SPHERE-VLM/size_only","source_id":"195.0","source_scene_id":"coco_test2017:76379","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","near_equal_scale","small_target"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable_from_visible_objec...
size_sphere_size_only_29.0	perception	size	perception/size/sphere_size_only_29_0.jpg	[ "perception/size/sphere_size_only_29_0.jpg" ]	Is the second giraffe from the right the shortest?	yes	text	[ "no", "yes" ]	SPHERE-VLM/size_only	29.0	{"source":"SPHERE-VLM/size_only","source_id":"29.0","source_scene_id":"coco_test2017:5239","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","perspective_variation","small_target","partial_occlusion"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifi...
size_sphere_size_only_32.0	perception	size	perception/size/sphere_size_only_32_0.jpg	[ "perception/size/sphere_size_only_32_0.jpg" ]	Which man is taller?	the man walking at the front	text	[ "the man walking at the front", "the man walking behind" ]	SPHERE-VLM/size_only	32.0	{"source":"SPHERE-VLM/size_only","source_id":"32.0","source_scene_id":"coco_test2017:6283","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","near_equal_scale","perspective_variation","small_target","partial_occlusion"],"visual_evidence_type":"visible_comparative_extent","visual_verifiabilit...
size_sphere_size_only_40.0	perception	size	perception/size/sphere_size_only_40_0.jpg	[ "perception/size/sphere_size_only_40_0.jpg" ]	Are the four motorbikes the same size?	yes	text	[ "no", "yes" ]	SPHERE-VLM/size_only	40.0	{"source":"SPHERE-VLM/size_only","source_id":"40.0","source_scene_id":"coco_test2017:8359","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","equal_or_different_scale_judgment","near_equal_scale","perspective_variation","small_target"],"visual_evidence_type":"visible_comparative_extent","vis...
size_sphere_size_only_42.0	perception	size	perception/size/sphere_size_only_42_0.jpg	[ "perception/size/sphere_size_only_42_0.jpg" ]	Do all three phones in the photo have similar size?	yes	text	[ "no", "yes" ]	SPHERE-VLM/size_only	42.0	{"source":"SPHERE-VLM/size_only","source_id":"42.0","source_scene_id":"coco_test2017:9004","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","equal_or_different_scale_judgment","near_equal_scale"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable...
size_sphere_size_only_46.0	perception	size	perception/size/sphere_size_only_46_0.jpg	[ "perception/size/sphere_size_only_46_0.jpg" ]	Which window pane has the largest area?	the center one	text	[ "the leftmost one", "the center one" ]	SPHERE-VLM/size_only	46.0	{"source":"SPHERE-VLM/size_only","source_id":"46.0","source_scene_id":"coco_test2017:9431","difficulty":"medium","difficulty_factors":["same_category_size_discrimination","derived_2d_or_3d_extent"],"visual_evidence_type":"visible_shape_to_area_or_volume_comparison","visual_verifiability":"inferable_from_visible_shape_a...
size_sphere_size_only_51.0	perception	size	perception/size/sphere_size_only_51_0.jpg	[ "perception/size/sphere_size_only_51_0.jpg" ]	Do the four planes in the picture look the same size?	yes	text	[ "no", "yes" ]	SPHERE-VLM/size_only	51.0	{"source":"SPHERE-VLM/size_only","source_id":"51.0","source_scene_id":"coco_test2017:11451","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","equal_or_different_scale_judgment","near_equal_scale","perspective_variation","small_target"],"visual_evidence_type":"visible_comparative_extent","vi...
size_sphere_size_only_60.0	perception	size	perception/size/sphere_size_only_60_0.jpg	[ "perception/size/sphere_size_only_60_0.jpg" ]	Are two giraffes the same height?	no	text	[ "no", "yes" ]	SPHERE-VLM/size_only	60.0	{"source":"SPHERE-VLM/size_only","source_id":"60.0","source_scene_id":"coco_test2017:13391","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","equal_or_different_scale_judgment","perspective_variation","small_target","partial_occlusion"],"visual_evidence_type":"visible_comparative_extent","v...
size_sphere_size_only_62.0	perception	size	perception/size/sphere_size_only_62_0.jpg	[ "perception/size/sphere_size_only_62_0.jpg" ]	Which refrigerator is higher?	the white one	text	[ "the white one", "the yellow one" ]	SPHERE-VLM/size_only	62.0	{"source":"SPHERE-VLM/size_only","source_id":"62.0","source_scene_id":"coco_test2017:14022","difficulty":"medium","difficulty_factors":["same_category_size_discrimination","near_equal_scale"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable_from_visible_object_extents","se...
size_sphere_size_only_69.0	perception	size	perception/size/sphere_size_only_69_0.jpg	[ "perception/size/sphere_size_only_69_0.jpg" ]	On the desk on the left, which computer screen is larger?	the screen on the left	text	[ "the screen on the left", "the screen on the right" ]	SPHERE-VLM/size_only	69.0	{"source":"SPHERE-VLM/size_only","source_id":"69.0","source_scene_id":"coco_test2017:16566","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","near_equal_scale","perspective_variation","small_target"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifi...
size_sphere_size_only_71.0	perception	size	perception/size/sphere_size_only_71_0.jpg	[ "perception/size/sphere_size_only_71_0.jpg" ]	Are the two giraffes of the same height?	no	text	[ "no", "yes" ]	SPHERE-VLM/size_only	71.0	{"source":"SPHERE-VLM/size_only","source_id":"71.0","source_scene_id":"coco_test2017:17063","difficulty":"hard","difficulty_factors":["same_category_size_discrimination","equal_or_different_scale_judgment","perspective_variation","small_target","partial_occlusion"],"visual_evidence_type":"visible_comparative_extent","v...
size_sphere_size_only_72.0	perception	size	perception/size/sphere_size_only_72_0.jpg	[ "perception/size/sphere_size_only_72_0.jpg" ]	Which vehicle is wider?	the vehicle on the left	text	[ "the vehicle on the left", "the vehicle on the right" ]	SPHERE-VLM/size_only	72.0	{"source":"SPHERE-VLM/size_only","source_id":"72.0","source_scene_id":"coco_test2017:17286","difficulty":"medium","difficulty_factors":["same_category_size_discrimination"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable_from_visible_object_extents","selection_reason":"Re...
size_sphere_size_only_73.0	perception	size	perception/size/sphere_size_only_73_0.jpg	[ "perception/size/sphere_size_only_73_0.jpg" ]	The leftmost mobile phone is the longest.	yes	text	[ "no", "yes" ]	SPHERE-VLM/size_only	73.0	{"source":"SPHERE-VLM/size_only","source_id":"73.0","source_scene_id":"coco_test2017:17608","difficulty":"medium","difficulty_factors":["same_category_size_discrimination","near_equal_scale"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable_from_visible_object_extents","se...
size_sphere_size_only_77.0	perception	size	perception/size/sphere_size_only_77_0.jpg	[ "perception/size/sphere_size_only_77_0.jpg" ]	Which ring on the handle of scissors is smaller?	the left ring	text	[ "the left ring", "the right ring" ]	SPHERE-VLM/size_only	77.0	{"source":"SPHERE-VLM/size_only","source_id":"77.0","source_scene_id":"coco_test2017:17980","difficulty":"medium","difficulty_factors":["same_category_size_discrimination","near_equal_scale"],"visual_evidence_type":"visible_comparative_extent","visual_verifiability":"directly_verifiable_from_visible_object_extents","se...

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SpatialGen-Bench

SpatialGen-Bench is a diagnostic benchmark for spatial cognition in image-generation models and text-output VLMs. The v1 release contains 470 samples across 14 subtasks and four capability levels.

Capability	Subtasks	Samples
Perception	Counting, Depth, Orientation, Object Size	145
Understanding	Relationship, Perspective, Mental Modeling, Spatial Grounding	140
Reasoning	Multi-hop, Prediction, Geometric Feasibility	90
Interaction	Affordance, Navigation, Trajectory	95

Files

SpatialGen-Bench/
├── data/
│   ├── spatialgen_bench.jsonl
│   ├── spatialgen_bench_full.parquet
│   └── spatialgen_bench_viewer.parquet
├── benchmarks/
│   ├── perception/
│   ├── understanding/
│   ├── reasoning/
│   └── interaction/
├── protocols/
│   └── spatialgen_bench.yaml
├── SOURCES.md
└── LICENSE

Each JSONL record contains:

id: stable sample identifier
capability: one of the four capability levels
task: subtask name
image_path: path relative to benchmarks/
media_paths: all ordered input images for single- or multi-image tasks
mask_path: optional ground-truth mask path
question, string-normalized answer, answer_type, and choices
source, source_id, and serialized task-specific metadata_json

The default Hugging Face configuration mirrors the complete canonical JSONL schema and original evaluation order. The optional preview configuration adds compact 512px images, task-grouped rows, and only the fields useful for inspection.

Load either view with Hugging Face Datasets:

from datasets import load_dataset

full = load_dataset("wx91726/SpatialGen-Bench", split="test")
preview = load_dataset("wx91726/SpatialGen-Bench", "preview", split="test")

Browse the image-rich preview configuration.

Media fields contain paths relative to the repository's benchmarks/ directory. Download the complete evaluation package with:

hf download wx91726/SpatialGen-Bench --repo-type dataset --local-dir SpatialGen-Bench

The versioned visual-answer contract is provided in protocols/spatialgen_bench.yaml. Runtime protocol implementations and parsers are maintained in ProVisE. See SOURCES.md for task-level provenance, licenses, and upstream media terms.

Acknowledgements

We sincerely appreciate CountBench, BLINK, EgoOrientBench, VSR, ViewSpatial-Bench, MindCube, VisWorld-Eval, RoboAfford-Eval, ShareRobot-Bench, PhysBench, SPHERE-VLM, and RefCOCOg for their public datasets, task designs, and evaluation resources.

License

SpatialGen-Bench annotations and protocol configuration are released under Apache-2.0. Source-derived media remains subject to the licenses and terms of its upstream datasets. See SOURCES.md before redistributing or using the media.

Citation

@misc{wang2026showdonttell,
  title  = {Show, Don't Tell: Evaluating Spatial Cognition in Generative Pixels Rather Than LLM Text},
  author = {Wang, Xu and Yao, Kaixiang and Pan, Miao and Zhou, Xiaohe and Liu, Xuanyu and Zhang, Wenqi and Zhang, Xuhong},
  year   = {2026}
}

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