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Out-of-distribution Discovery on Flowers102
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49.4
Discovery Rate
+GRPO
-1.976
11.362
24.7
38.038
Apr 27, 2026
Discovery Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Discovery Rate
+GRPO
Model=Qwen2.5-VL-7B
2026.04
49.4
+SFT
Model=Qwen2.5-VL-7B
2026.04
44.6
MSP (Disc-Optimized†)
Model=ViT-H
2026.04
26.2
VIM (Disc-Optimized†)
Model=ViT-H
2026.04
20.3
Zero-Shot‡
Model=Qwen2.5-VL-7B
2026.04
16.3
MSP (Disc-Optimized†)
Model=ResNet-50
2026.04
11.2
VIM (Disc-Optimized†)
Model=ResNet-50
2026.04
8.6
MSP (Cls-Preserving)
Model=ViT-H
2026.04
1.7
MSP (Cls-Preserving)
Model=ResNet-50
2026.04
0
VIM (Cls-Preserving)
Model=ResNet-50
2026.04
0
VIM (Cls-Preserving)
Model=ViT-H
2026.04
0
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