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Benchmarks
Universal Recontextualization Evaluation Set
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33.2
CLIP-T Score
IP-Adapter
30.392
31.121
31.85
32.579
Jan 31, 2026
CLIP-T Score
CLIP-face Score
FaceSim Score
FID
Updated 4d ago
Evaluation Results
Method
Method
Links
CLIP-T Score
CLIP-face Score
FaceSim Score
FID
IP-Adapter
Time=4.4s, VRAM=17.2GB
2026.01
33.2
76.7
67.6
207.5
PuLID
Time=4.9s, VRAM=17.4GB
2026.01
33
78.7
72.5
208.6
InstantID
Time=5.4s, VRAM=19.8GB
2026.01
32.8
78.9
71.1
208.9
FaceSnap
Time=6.1s, VRAM=18.1GB
2026.01
32.6
81.4
73.6
205.6
ConsistentID
Time=5.2s, VRAM=17.7GB
2026.01
31.1
77.4
64.8
219.4
Photomaker
Time=4.6s, VRAM=15.1GB
2026.01
30.5
74.6
61.7
226.3
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