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Motion Understanding research benchmarks · SOTA2 Research

Motion Understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

65.4Accuracy

35

Jun 30, 2026

38.2Accuracy

10

Feb 26, 2026

81.1Accuracy

10

Feb 26, 2026

Gemini-2.5-Flash

72.7Accuracy

10

Feb 26, 2026

NVILA-Video-15B

91.5Accuracy

10

Feb 26, 2026

M2T-Interpretable

58.4BLEU@1

9

Feb 26, 2026

MotionBench (dev)

64.5Accuracy

8

Jun 8, 2026

Nymeria 1.0 (test)

EgoLM (TPV2M + MV2T)

19.97BERT Score

8

Feb 26, 2026

Popular datasets

MotionBench KIT-ML Nymeria Robotics AV-Car

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