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Video Generation research benchmarks – Page 13 · SOTA2 Research

Video Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VBench Wan 2.1 training-free 14B

0.692VBench Aesthetic Score

6

Feb 26, 2026

VBench Wan 2.1 training-free 1.3B

0.669VBench Aesthetics Score (Aes.)

6

Feb 26, 2026

SkyTimelapse 128 Frames

183.4FVD

6

Feb 26, 2026

94.6FVD (16 frames)

6

Feb 26, 2026

83.35FID

6

Feb 26, 2026

82.3Preference Rate (%)

6

Mar 9, 2026

VBench Hunyuan Video

87.8Sparsity

6

Feb 26, 2026

VBench-Long User Study

96.4Video Quality

6

Feb 26, 2026

489FVD75

6

Feb 26, 2026

VBench Wan2.1-14B Text-to-Video 720P

79.6SSIM

6

Apr 1, 2026

83.84VBench

6

Feb 26, 2026

TempCache-Quant

78.99VBench

6

Feb 26, 2026

RealEstate10K >=256 frames (test)

13.89PSNR

6

Feb 26, 2026

RealEstate10K 0~200 frames (test)

14.57PSNR

6

Feb 26, 2026

RealEstate10K 0~128 frames (test)

15.91PSNR

6

Feb 26, 2026

RealEstate10K 0~64 frames (test)

18.11PSNR

6

Feb 26, 2026

218.76FVD

6

Feb 26, 2026

TECO–Minecraft 128x128

0.168LPIPS

6

Feb 26, 2026

VBench Self-Forcing Wan 2.1-1.3B (test)

Dense Attention

0.846Quality Score

6

Feb 26, 2026

Wan2.1-1.3B 4-step distilled

Dense Attention

0.846VBench

6

Feb 26, 2026

Kvasir-Capsule 26

59.2FVD

6

Feb 26, 2026

Colonoscopic 25

351.1FVD

6

Feb 26, 2026

Something-Something v2 (test val)

CosHand-Independent

2.95FID

6

Feb 26, 2026

25.41FID

6

Feb 26, 2026

Panda-70M 1024 samples

97.07Structural Consistency

6

Feb 26, 2026

Page 13 of 24

Popular datasets

VBench Wan User Study VideoPhy RealEstate10K

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