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Benchmarks
Instruction-guided Image Editing on HumanEdit (test)
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0.9451
CLIP-I
Bagel-GVCoT
0.88166
0.89813
0.9146
0.93107
Mar 2, 2026
CLIP-I
LPIPS
PSNR
SSIM
Updated 1mo ago
Evaluation Results
Method
Method
Links
CLIP-I
LPIPS
PSNR
SSIM
Bagel-GVCoT
External Mask Guidance...
2026.03
0.9451
0.1066
23.0161
0.8943
MagicQuill
External Mask Guidance...
2026.03
0.9381
0.1162
22.238
0.8981
MIND-Edit
External Mask Guidance...
2026.03
0.931
0.1245
22.2714
0.8517
Bagel
External Mask Guidance...
2026.03
0.9124
0.1721
22.1843
0.864
BrushNet
External Mask Guidance...
2026.03
0.8986
0.183
19.2172
0.7877
SmartEdit
External Mask Guidance...
2026.03
0.8841
0.2915
17.1728
0.6828
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