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Out-of-distribution Discovery on Food-101
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95.9
Discovery Rate
+SFT
-3.836
22.057
47.95
73.843
Apr 27, 2026
Discovery Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Discovery Rate
+SFT
Model=Qwen2.5-VL-7B
2026.04
95.9
Zero-Shot‡
Model=Qwen2.5-VL-7B
2026.04
95.7
+GRPO
Model=Qwen2.5-VL-7B
2026.04
95.7
MSP (Disc-Optimized†)
Model=ViT-H
2026.04
74.5
VIM (Disc-Optimized†)
Model=ViT-H
2026.04
68.7
MSP (Disc-Optimized†)
Model=ResNet-50
2026.04
33.4
MSP (Cls-Preserving)
Model=ViT-H
2026.04
23.2
VIM (Disc-Optimized†)
Model=ResNet-50
2026.04
18.3
VIM (Cls-Preserving)
Model=ViT-H
2026.04
0.1
MSP (Cls-Preserving)
Model=ResNet-50
2026.04
0
VIM (Cls-Preserving)
Model=ResNet-50
2026.04
0
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