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Video Extrapolation research benchmarks · SOTA2 Research

Video Extrapolation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VBench HunyuanVideo with 5x extrapolation v1.0 (test)

99.44NoRepeat Score

7

Mar 4, 2026

VBench CogVideoX with 2x extrapolation v1.0 (test)

99.42NoRepeat Score

7

Mar 4, 2026

VBench CogVideoX with 4x extrapolation v1.0 (test)

99.13NoRepeat Score

7

Mar 4, 2026

VBench HunyuanVideo with 2x extrapolation v1.0 (test)

98.87NoRepeat Score

7

Mar 4, 2026

VBench CogVideoX with 3x extrapolation v1.0 (test)

99.38NoRepeat Score

7

Mar 4, 2026

VBench Wan with 2x extrapolation v1.0 (test)

68Dynamic Score

7

Mar 4, 2026

Bouncing Balls Long-term 4x Extrapolation

0.178X-CLIP Similarity

6

Mar 13, 2026

Deep Voxel Flow

33.4PSNR

6

Feb 26, 2026

5 long descriptive prompts 4x / 333f train-free extrapolation Wan 2.1 1.3B

62.4VQEval Score

5

Jun 1, 2026

5 long descriptive prompts (3x / 249f) Wan 2.1 1.3B (train-free extrapolation)

62.5VQeval

5

Jun 1, 2026

5 long descriptive prompts 2x / 165f train-free extrapolation Wan 2.1 1.3B

64.1VQeval

5

Jun 1, 2026

THUMOS 2015 (test)

Deep Voxel Flow

32.2PSNR

3

Feb 26, 2026

Popular datasets

VBench Long Descriptive Prompts UCF THUMOS Bouncing Balls

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