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Image Understanding on MMVP
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72.1
Score
BAGEL-Uni-Edit (Ours)
47.036
53.543
60.05
66.557
May 20, 2026
Score
Updated 12d ago
Evaluation Results
Method
Method
Links
Score
BAGEL-Uni-Edit (Ours)
Training Stage=Stage 2
2026.05
72.1
BAGEL-Uni-Edit (Ours)
Training Stage=Stage 1
2026.05
71.3
BAGEL
2026.05
69.3
BAGEL-RecA
2026.05
69.3
Uni-Edit w/o VAE dropout
VAE dropout=false
2026.05
69.3
Uni-Edit w/o joint training
joint training=false
2026.05
69.3
Uni-Edit ViT (und.) 224x224
Resolution=224x224
2026.05
67.3
Uni-Edit ViT (und.) 378x980
Resolution=378x980
2026.05
65.9
Uni-Edit ViT (und.) 224x980
Resolution=224x980
2026.05
65.8
BAGEL-AnyEdit
2026.05
65.2
+Uni-Edit (Ours)
Base Model=Janus-Pro
2026.05
54.3
Janus-Pro
2026.05
48
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