Share your thoughts, 1 month free Claude Pro on usSee more

O.O.D. Classification on MetaShift Cat vs. Dog

92.4Accuracy

OpenCLIP ZS (full image)

Updated 1mo ago

Evaluation Results

Method	Links
OpenCLIP ZS (full image) 2026.06		92.4
A^2_ZS 2026.06		89.7
TTR 2026.06		88.1
iFAM (K=8) 2026.06		81.1
LR (full image) 2026.06		78.6
iFAM (K=4) 2026.06		78.3
A^2_LR cross-model 2026.06		77.3
DFR 2026.06		76
A^2_LR 2026.06		69.8
DFR† + A^2 2026.06		69.4
DFR 2026.06		68.6
LR (full image) 2026.06		59.8
DFR 2026.06		58.7