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Out-of-distribution Discovery on Stanford Cars

99.8Discovery Rate

+GRPO

Updated 1mo ago

Evaluation Results

Method	Links
+GRPO 2026.04		99.8
Zero-Shot‡ 2026.04		99.7
+SFT 2026.04		99.7
VIM (Disc-Optimized†) 2026.04		98.1
MSP (Disc-Optimized†) 2026.04		77
MSP (Cls-Preserving) 2026.04		46.4
MSP (Disc-Optimized†) 2026.04		20.8
VIM (Cls-Preserving) 2026.04		9.9
VIM (Disc-Optimized†) 2026.04		0.6
MSP (Cls-Preserving) 2026.04		0
VIM (Cls-Preserving) 2026.04		0