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Image Understanding on MMBench EN 1.0
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86
Score
BAGEL-Uni-Edit (Ours)
66.76
71.755
76.75
81.745
May 20, 2026
Score
Updated 12d ago
Evaluation Results
Method
Method
Links
Score
BAGEL-Uni-Edit (Ours)
Training Stage=Stage 2
2026.05
86
BAGEL-Uni-Edit (Ours)
Training Stage=Stage 1
2026.05
85.5
BAGEL
2026.05
84.6
BAGEL-RecA
2026.05
84.6
Uni-Edit w/o joint training
joint training=false
2026.05
84.6
BAGEL-AnyEdit
2026.05
84.1
Uni-Edit w/o VAE dropout
VAE dropout=false
2026.05
84.1
Uni-Edit ViT (und.) 224x980
Resolution=224x980
2026.05
84
Uni-Edit ViT (und.) 224x224
Resolution=224x224
2026.05
83.6
Uni-Edit ViT (und.) 378x980
Resolution=378x980
2026.05
83.2
+Uni-Edit (Ours)
Base Model=Janus-Pro
2026.05
70.4
Janus-Pro
2026.05
67.5
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