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Papers Benchmarks Datasets Tasks

Video Generation research benchmarks – Page 15 · SOTA2 Research

Video Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RoboTwin Simulation novel egocentric viewpoint 2.0

EgoViewTransfer

26.03PSNR

5

Mar 31, 2026

VBench standard caption set

96.44Subject Consistency

5

Mar 30, 2026

4.46FID

5

Mar 30, 2026

DL3DV-10K (test)

22.8Overall FID

5

Mar 27, 2026

2.25Speedup

5

Mar 4, 2026

11.72FID

5

Feb 26, 2026

34.01FID

5

Feb 26, 2026

26.88FID

5

Feb 26, 2026

42.88FID

5

Feb 26, 2026

SkyTimelapse 128-frame (test)

239FVD

5

Feb 26, 2026

Wan t2v-1.3B 2.1

consistency-preserving joint sampling

0.155Vendi-v Score

5

Feb 26, 2026

MovieGen 60s 12x Extension

98.14Subject Consistency

5

Feb 26, 2026

MovieGen 30s 6x Extension

98.28Subject Consistency

5

Feb 26, 2026

190FVD

5

Feb 26, 2026

0.995Motion Smoothness

5

Feb 26, 2026

VBench Wan 2.2 5B 1280 x 704 121 frames training-free

0.66Aesthetic Score (Aes.)

5

Feb 26, 2026

VBench-Long 30-second videos

78.58Visual Stability

5

Feb 26, 2026

12.2FID

5

Feb 26, 2026

4K-VBench (test)

71.72VQA Score

5

Feb 26, 2026

20.18PSNR

5

Feb 26, 2026

19.95PSNR

5

Feb 26, 2026

VBench long video generation

95.07Subject Consistency

5

Feb 26, 2026

73.41Video Quality

5

Feb 26, 2026

VBench High-Resolution

85Quality Score

5

Feb 26, 2026

107.5FVD (16f)

5

Feb 26, 2026

Page 15 of 24

Popular datasets

VBench Wan User Study VideoPhy RealEstate10K

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