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Text-to-Video research benchmarks – Page 2 · SOTA2 Research

Text-to-Video

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

11.5Latency (s)

5

Feb 26, 2026

HunyuanVideo 480P

98.94Temporal Smoothness

4

Jun 23, 2026

Wan 1.3B 480P 2.1

98.46Temporal Smoothness

4

Jun 23, 2026

0.064Vision Reward

4

Mar 4, 2026

77.9Accuracy

4

Feb 27, 2026

MiraData Pexels

99.35Smoothness

4

Feb 26, 2026

Trajectory-controlled camera motion evaluation set (test)

893.95FVD

3

Apr 8, 2026

220 text prompts

10.26OF Score

3

Mar 25, 2026

VBench Cosmos 720p (test)

Cosmos-Predict2 TI2V + rCM

84.4T2V Score

2

Feb 26, 2026

MotionVid (eval)

0.938Sensory Quality

2

Feb 26, 2026

72Visual Quality

1

Jun 18, 2026

Qualitative Capability Suite

—

—Primary metric

0

Feb 26, 2026

Page 2 of 2

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VBench Wan PAI-Bench HunyuanVideo Kinetics

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