Can MiniMax-H3 Reason About the Physical World? An Evaluation of Omni-Modal Generative Model
MiniMax-H3 managed 41.97% success across 517 tests of physical-world reasoning.
The paper evaluates whether an omni-modal model can combine partial clues from text, images, video, and audio to infer events and future dynamics. Its strongest setting was video-based decision reasoning, at 56.00%. Its weakest was audio-based disambiguation reasoning, at 27.40%. The authors argue that better multimodal integration is still needed to get the full benefit of these inputs. HF Daily Papers' note
The paper evaluates whether an omni-modal model can combine partial clues from text, images, video, and audio to infer events and future dynamics. Its strongest setting was video-based decision reasoning, at 56.00%. Its weakest was audio-based disambiguation reasoning, at 27.40%. The authors argue that better multimodal integration is still needed to get the full benefit of these inputs. HF Daily Papers' note
score 4