PhysTool-Bench is a benchmark that evaluates how well MLLMs perceive, select, and sequence PHYSICAL tools in real-world scenes.
AI & ML interests
We focus on Natural Language Processing and Multimodal Learning, exploring generative AI across different modalities.
Recent Activity
Papers
Optical Reasoning: Rethinking Images as an Expressive Reasoning Medium Beyond Text
One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment
checkpoints for the paper Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space
Checkpoints and data for the paper Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning.
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ModalityDance/Omni-R1-Zero
Any-to-Any ā¢ 7B ā¢ Updated ā¢ 6 -
ModalityDance/Omni-R1
Any-to-Any ā¢ 7B ā¢ Updated ā¢ 6 -
ModalityDance/Omni-Bench
Viewer ā¢ Updated ā¢ 799 ā¢ 58 ā¢ 1 -
Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
Paper ā¢ 2601.09536 ā¢ Published ā¢ 5
Checkpoints for the paper: "One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment".
Checkpoints and data for the paper AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation
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ModalityDance/AR-Omni-Pretrain-v0.1
Any-to-Any ā¢ Updated ā¢ 5 ā¢ 1 -
ModalityDance/AR-Omni-Chat-v0.1
Any-to-Any ā¢ Updated ā¢ 5 ā¢ 1 -
ModalityDance/AR-Omni-Instruct-v0.1
Viewer ā¢ Updated ā¢ 481k ā¢ 47 -
AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation
Paper ā¢ 2601.17761 ā¢ Published ā¢ 14
checkpoints for the paper Parallel Test-Time Scaling for Latent Reasoning Models.
PhysTool-Bench is a benchmark that evaluates how well MLLMs perceive, select, and sequence PHYSICAL tools in real-world scenes.
Checkpoints for the paper: "One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment".
checkpoints for the paper Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space
Checkpoints and data for the paper AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation
-
ModalityDance/AR-Omni-Pretrain-v0.1
Any-to-Any ā¢ Updated ā¢ 5 ā¢ 1 -
ModalityDance/AR-Omni-Chat-v0.1
Any-to-Any ā¢ Updated ā¢ 5 ā¢ 1 -
ModalityDance/AR-Omni-Instruct-v0.1
Viewer ā¢ Updated ā¢ 481k ā¢ 47 -
AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation
Paper ā¢ 2601.17761 ā¢ Published ā¢ 14
Checkpoints and data for the paper Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning.
-
ModalityDance/Omni-R1-Zero
Any-to-Any ā¢ 7B ā¢ Updated ā¢ 6 -
ModalityDance/Omni-R1
Any-to-Any ā¢ 7B ā¢ Updated ā¢ 6 -
ModalityDance/Omni-Bench
Viewer ā¢ Updated ā¢ 799 ā¢ 58 ā¢ 1 -
Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
Paper ā¢ 2601.09536 ā¢ Published ā¢ 5
checkpoints for the paper Parallel Test-Time Scaling for Latent Reasoning Models.