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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
Video Generation Inference SpeedWan 768P Video (81 frames, 1280x768, without padding) 2.1 (inference evaluation)
Inference Time (s)92
17
Long Video Quality EvaluationWan 2.2
Spearman Correlation0.835
12
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
Video GenerationWan 1.3B (81 frames, 832×480) 2.1
VBench Score81.3
10
Video ReconstructionWan2.1 Evaluation Set
Latency (s)131
10
AI-generated video detectionWan Frontier Commercial Generators
Accuracy85.55
7
Video Aesthetic EvaluationWan 2.2 (test)
LAP5.623
7
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
Text-to-VideoWan 81 frames, 480p 2.2
FLOPs (P)2.67
6
Text-to-VideoWan 81 frames 720p 2.2
FLOPs (P)9.87
6
Video GenerationWan high-noise 2.2
TA Mean4.5857
6
Text-to-Video GenerationWan2.1-1.3B (4x native length)
Subject Consistency0.9865
6
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
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