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Text-to-Image Customization on Subject-driven Text-to-Image Customization Evaluation Set
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0.3204
CLIP Similarity (Text)
RealCustom
0.251968
0.269734
0.2875
0.305266
Mar 1, 2024
CLIP Similarity (Text)
ImageReward
CLIP Similarity (Image)
DINO Similarity (Image)
Updated 4d ago
Evaluation Results
Method
Method
Links
CLIP Similarity (Text)
ImageReward
CLIP Similarity (Image)
DINO Similarity (Image)
RealCustom
test-time optimize ste...
2024.03
0.3204
0.8703
0.8552
0.7865
BLIP-Diffusion
test-time optimize ste...
2024.03
0.2967
0.2172
0.8145
0.6486
ELITE
test-time optimize ste...
2024.03
0.292
0.269
0.8022
0.6489
Custom Diffusion
test-time optimize ste...
2024.03
0.2884
0.2558
0.8257
0.7093
DreamBooth
test-time optimize ste...
2024.03
0.2783
0.2393
0.8466
0.7851
Textual Inversion
test-time optimize ste...
2024.03
0.2546
-0.9168
0.7603
0.5956
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