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Papers Benchmarks Datasets Tasks

Physics-IQ dataset and benchmarks · SOTA2 Research

Research Datasets

Physics-IQ

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Video Generation

Physics-IQ

62Phys. IQ Score

63

Physical Video Evaluation

Physics-IQ

63.4Score

20

Physically Plausible Video Generation

Physics-IQ 26

53.1Solid Mechanics Score

12

Video-Based Physics Evaluation

Physics-IQ (test)

30.2Score

9

Physical Reasoning

Physics-IQ Single Frame

29.59Physics-IQ Score

7

Physical Plausibility Evaluation

Physics-IQ (modified)

51.1Solid Mechanics Score

6

Physics-IQ (test)

124.52FVD

4

Per-frame 3D Geometry

Physics-IQ (test)

27.11AbsRel

4

Force-conditioned video generation

Physics-IQ Local Force

21.7Spatial IoU

3

Force-conditioned video generation

Physics-IQ Global Force

11.8Spatial IoU

3

Physical Reasoning

Physics-IQ Multi Frame

23.5Spatial IoU

3

Image-to-Video Generation

Physics-IQ

36.3Physics-IQ Score

2

Popular tasks

Physical Reasoning Force-conditioned Video Generation Video Generation Image-to-Video Generation Video Quality

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