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Papers Benchmarks Datasets Tasks

Video Generation research benchmarks – Page 10 · SOTA2 Research

Video Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PhysVideo Evaluation 1.0 (test)

0.627Physical Realism Score

7

Mar 20, 2026

59.25Creativity

7

Mar 17, 2026

Human Preference Study

1,620Body Score

7

May 15, 2026

Wan-14B 720P 81 frames 2.1 (test)

83.62VBench Score

7

Mar 4, 2026

CogVideoX 480P, 48 frames 1.0 (test)

80.18VBench Score

7

Mar 4, 2026

HunyuanVideo 480P, 65 frames 1.0 (test)

80.66VBench Score

7

Mar 4, 2026

Open-Sora 480P, 192 frames 1.2 (test)

78.79VBench

7

Mar 4, 2026

Open-Sora-Plan 65 frames, 512×512

80.88VBench

7

Mar 4, 2026

Open-Sora 51 frames, 480P

80.33VBench

7

Mar 4, 2026

Kinetics-600 (test)

4.1gFVD

7

Feb 26, 2026

59.3Aesthetic Score

7

Mar 19, 2026

78Sparsity

7

Feb 26, 2026

Wan2.1-14B 69 frames (test)

0.136Vision Reward

7

Feb 26, 2026

HunyuanVideo 117 frames (test)

0.15Vision Reward

7

Feb 26, 2026

TikTok dataset Self Reenactment (test)

21.85PSNR

7

Feb 26, 2026

TikTok Cross-ID

4.55MQ

7

Feb 26, 2026

4.66Imaging Quality

7

Feb 26, 2026

AnimateAnything

0.113LPIPS

7

Feb 26, 2026

AnimateAnything

0.135LPIPS

7

Feb 26, 2026

FaceForensics 256x256

7.12FID

7

Feb 26, 2026

Self-collected (test)

HunyuanVideo-HOMA

3.52Human Consistency

6

Jul 9, 2026

21.59PSNR

6

Jul 2, 2026

22.34PSNR

6

Jul 2, 2026

Collected dataset (GT Comp.)

21.23PSNR

6

Jul 1, 2026

VBench 4-mixed-resolution 480p to 3840p (test)

Phase-Aligned Mixed-Resolution Attention

81.16Quality Score

6

Jul 1, 2026

Page 10 of 24

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VBench Wan User Study VideoPhy RealEstate10K

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