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O.O.D. Classification on MetaShift Animals

91.4OOD Accuracy

DFR

Updated 1mo ago

Evaluation Results

Method	Links
DFR 2026.06		91.4
LR (full image) 2026.06		90.6
OpenCLIP ZS (full image) 2026.06		90.4
DFR 2026.06		90.3
A^2_ZS 2026.06		89.7
DFR† + A^2 2026.06		88.9
A^2_LR cross-model 2026.06		88.9
DFR 2026.06		88.3
iFAM (K=8) 2026.06		88.2
iFAM (K=4) 2026.06		86.6
A^2_LR 2026.06		85.1
LR (full image) 2026.06		83.2
TTR 2026.06		69.2