Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Video Generation research benchmarks – Page 20 · SOTA2 Research

Video Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VBench 60 generated videos

63.5Overall Video Quality

4

Feb 26, 2026

VBench Single Subject (test)

73.2CLIP-I

4

Feb 26, 2026

User Study 50 video samples

3.2Temporal Coherence

4

Feb 26, 2026

User Study 62 text prompts

91.8Overall Win Rate

4

Feb 26, 2026

142.61FVD

4

Feb 26, 2026

SkyTimelapse (val)

118.6FVD

4

Feb 26, 2026

Kinetics-400 (val)

541.6FVD

4

Feb 26, 2026

15.46DD (Dynamic Degree)

4

Feb 26, 2026

295.1FVD16

4

Feb 26, 2026

650 pairs (test)

30.688CLIP Text Score

4

Feb 26, 2026

RainbowJelly (test)

260.72FVD16

4

Feb 26, 2026

YouTube Driving self-collected (test)

14.5FID

4

Feb 26, 2026

UCF-101 Taichi-HD 1024-frame (test)

TATS-hierarchical

7.5Inference Time (sec)

4

Feb 26, 2026

75.4User Preference

4

Feb 26, 2026

Facial Expressions

84.2User Preference

4

Feb 26, 2026

Facial Expressions (train)

0.116ACD

4

Feb 26, 2026

Shape Motion (train)

0ACD

4

Feb 26, 2026

SpatialVID (test)

22.46GT Comp. PSNR

3

Jul 1, 2026

182-prompt 20-group human evaluation (test)

7.3Identity Consistency

3

Jun 29, 2026

182 motion prompts (test)

Wan-FT + LIC (Ours)

26.98FID

3

Jun 29, 2026

PointMotionBench

DaS + MolmoMotion

96.8Temporal Consistency (Tem-Con)

3

Jun 18, 2026

Basic 5-second Video Generation Evaluation Set

DreamX-World-1.0-5B

73.75Camera Score

3

Jun 16, 2026

Wan T2V-1.3B curated set 2.1 (100 prompts)

82Latency (s)

3

Jun 12, 2026

45Top 1 Accuracy

3

Jun 9, 2026

NTU RGB+D A001 (test)

39.31FID

3

Jun 9, 2026

Page 20 of 24

Popular datasets

VBench Wan User Study VideoPhy RealEstate10K

Follow for updates

Join SOTA2 Contact