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Wan

Benchmarks

Task NameDataset NameSOTA ResultTrend
Online overhead computationWAN3
Time (s)0.049
32
Online overhead computationWAN 1
Latency (s)0.049
32
Text-to-Video generationWan 1.3B 2.1
CLIPSIM0.193
27
Text-to-Video generationWan2.1 14B CFG = 5.0, 720 × 1280p, frames = 80 (test)
CLIPSIM0.182
11
Video GenerationWan2.1 14B (test)
CLIPSIM0.183
11
Identity Protection for Image-to-Video GenerationWan TI2V 5B 2.2
ISM0.672
7
Text-to-Video GenerationWan 14B 2.2
ImgQual71.2
7
Image-to-Video GenerationWan 14B 2.2
Image Quality Score0.704
7
Video GenerationWan-14B 720P 81 frames 2.1 (test)
VBench Score83.62
7
Video GenerationWan2.1-14B 69 frames (test)
Vision Reward0.136
7
Video GenerationWan2.1 1.3B
PSNR26.6
6
Video GenerationWan2.1-1.3B 480p resolution (test)
IQ67.68
6
Video GenerationWan 14B 720p resolution 2.1 (test)
IQ69.08
6
Image-to-Video GenerationWan 2.2
Q-Save10.26
6
Video GenerationWan2.1-1.3B 4-step distilled
VBench0.846
6
Text-to-Video GenerationWan 1.3B-T2V (81 frames, 480P, 50steps) 2.1
CLIP-SCORE30.3637
5
Text-to-Video GenerationWan2.1-14B-T2V 81 frames, 480P, 50steps
CLIP-SCORE31.4445
5
Text-to-Video GenerationWan2.1-14B-T2V-distilled 81 frames, 480P, 4steps, no cfg
CLIP-SCORE31.997
5
Video GenerationWan-1.3B
Speedup2.25
5
Video GenerationWan t2v-1.3B 2.1
Vendi-v Score0.155
5
Video GenerationWan 1.3B 50-step base 2.1
PSNR17.22
5
Text-to-Video GenerationWan Text-to-Video 720P 2.1-14B
T.F.98.48
4
Text-to-Video GenerationWan 1.3B Text-to-Video 480P 2.1
Temporal Fidelity97.36
4
Trainingwan 1.3B 2.2
Step Time1.22
4
Generative Diversity EvaluationWan T2V-14B 2.1
DINOv3 Score0.826
4
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