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Papers Benchmarks Datasets Tasks

Text-to-Video Generation research benchmarks – Page 3 · SOTA2 Research

Text-to-Video Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100.45Latency (s)

11

Jun 26, 2026

Real video GT (PAI-Bench)

93.6Overall Score

11

Jun 4, 2026

83.2VBench Score

11

May 11, 2026

Wan2.1 14B CFG = 5.0, 720 × 1280p, frames = 80 (test)

0.182CLIPSIM

11

Mar 4, 2026

HunyuanVideo 13B CFG = 6.0, 720 × 1280p, frames = 60 (test)

0.184CLIPSIM

11

Mar 4, 2026

Movie 17 frames, 512x512 (val)

50.8UR

11

Feb 26, 2026

MovieGenBench 17 frames, 512x512

29.2UR

11

Feb 26, 2026

VBench 17 frames, 512x512

45.9UR

11

Feb 26, 2026

Uncertainty-aware P&P

98.41VBench Motion Score

11

Jun 11, 2026

200-sequence multi-cultural benchmark

UnityShots (I2V)

4.82NC Score

10

Jun 23, 2026

77.17VBench Semantic Score

10

Apr 7, 2026

Private Video Dataset Wan2.1-T2V-14B-720P (test)

69.63IQ

10

Feb 26, 2026

Private Video Dataset Wan2.1-T2V-1.3B-480P (test)

67.7IQ

10

Feb 26, 2026

TV-Align (test)

33.7Counting Alignment

10

Feb 26, 2026

T2V-CompBench 55 (test)

0.417Motion Score

9

May 15, 2026

VBench short-video (test)

89.2Semantic Consistency

9

May 15, 2026

EasyAnimateV5.1

83.42Total Score

9

Mar 16, 2026

79.13VBench Score

9

Mar 10, 2026

HunyuanVideo 544p × 860p, 17 frames

82.45VBench Score

9

Feb 26, 2026

0.79AJ

9

Feb 26, 2026

Movie 17 frames, 256x256 (val)

39.1UR

9

Feb 26, 2026

MovieGenBench 17 frames, 256x256

30.2UR

9

Feb 26, 2026

VBench 17 frames, 256x256

34.7UR

9

Feb 26, 2026

MovieGen VideoBench 250 Randomly Selected Prompts

61.45Text Alignment Win Rate

9

Feb 26, 2026

SpecLoR-Adapter

4.126T2V Alignment Score

8

Jun 11, 2026

Page 3 of 9

Popular datasets

VBench Simulated Videos Wan HunyuanVideo User Study

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