List your company
ResearchFormerly WizWand

Selective Classification on ImageNet-A

0.122AURCEnergy
0.01020.0392250.068250.097275May 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
EnergyBackbone=DFN CLIP, Evaluation=Zero-shot2025.050.1221.2
SIRCBackbone=DFN CLIP, Evaluation=Zero-shot2025.050.08480.817
MDSBackbone=DFN CLIP, Evaluation=Zero-shot2025.050.03210.274
MaxLogitBackbone=DFN CLIP, Evaluation=Zero-shot2025.050.02960.249
KNNBackbone=DFN CLIP, Evaluation=Zero-shot2025.050.02670.219
Δ-MDSBackbone=DFN CLIP, Evaluation=Zero-shot2025.050.02430.194
MSPBackbone=DFN CLIP, Evaluation=Zero-shot2025.050.02290.179
Δ-KNNBackbone=DFN CLIP, Evaluation=Zero-shot2025.050.01990.149
Δ-MDS-RLogBackbone=DFN CLIP, Evaluation=Zero-shot2025.050.0160.109
RLogBackbone=DFN CLIP, Evaluation=Zero-shot2025.050.01590.108
Δ-KNN-RLogBackbone=DFN CLIP, Evaluation=Zero-shot2025.050.01450.093