Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Out-of-distribution Discovery on FGVC-Aircraft
Loading...
99.9
Discovery Rate
+SFT
-3.996
22.977
49.95
76.923
Apr 27, 2026
Discovery Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Discovery Rate
+SFT
Model=Qwen2.5-VL-7B
2026.04
99.9
+GRPO
Model=Qwen2.5-VL-7B
2026.04
99.9
VIM (Disc-Optimized†)
Model=ViT-H
2026.04
98.8
Zero-Shot‡
Model=Qwen2.5-VL-7B
2026.04
97.3
MSP (Disc-Optimized†)
Model=ViT-H
2026.04
92.9
MSP (Cls-Preserving)
Model=ViT-H
2026.04
59.3
MSP (Disc-Optimized†)
Model=ResNet-50
2026.04
43.5
VIM (Cls-Preserving)
Model=ViT-H
2026.04
8.1
VIM (Disc-Optimized†)
Model=ResNet-50
2026.04
3.6
MSP (Cls-Preserving)
Model=ResNet-50
2026.04
0
VIM (Cls-Preserving)
Model=ResNet-50
2026.04
0
Feedback
Search any
task
Search any
task