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Benchmarks
Customized Video Generation on Subject-video-prompt pairs (test)
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36.3
CLIP-T
SMRABooth
31.204
32.527
33.85
35.173
Dec 13, 2025
CLIP-T
CLIP-I
DINO-I
Motion Fidelity
Subject Consistency
Temporal Consistency
Pick Score
Aesthetic Quality
Imaging Quality
Updated 4d ago
Evaluation Results
Method
Method
Links
CLIP-T
CLIP-I
DINO-I
Motion Fidelity
Subject Consistency
Temporal Consistency
Pick Score
Aesthetic Quality
Imaging Quality
SMRABooth
Architecture=DiT, Back...
2025.12
36.3
70
51.9
62.89
95.31
98.8
21.14
62.18
67.46
DualReal
Architecture=DiT, Back...
2025.12
35.1
69.2
50.9
45.75
94.07
98.2
20.58
61.03
65.27
WAN2.1
Architecture=DiT, Back...
2025.12
33.9
58.6
16.5
35.18
95.62
98.8
19.96
61.09
65.12
WAN2.1 + LoRAs
Architecture=DiT, Back...
2025.12
31.4
68.1
46.4
60.08
94.33
98
19.85
56.17
55.9
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