List your company
ResearchFormerly WizWand

Semantic Shift Detection on SUN

33.2Metric AEnergy
5.660812.810419.9627.1096May 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
EnergyBackbone=DFN CLIP, ID Distribution=ImageNet-1K2025.0533.2114
SIRCBackbone=DFN CLIP, ID Distribution=ImageNet-1K2025.0530.2102
SIRCBackbone=EVA, ID Distribution=ImageNet-1K2025.0530.2102
MDSBackbone=DFN CLIP, ID Distribution=ImageNet-1K2025.0514.839.8
EnergyBackbone=EVA, ID Distribution=ImageNet-1K2025.0514.548.4
KNNBackbone=DFN CLIP, ID Distribution=ImageNet-1K2025.0513.936
MaxLogitBackbone=DFN CLIP, ID Distribution=ImageNet-1K2025.0512.631.1
MSPBackbone=DFN CLIP, ID Distribution=ImageNet-1K2025.0512.229.3
MaxLogitBackbone=EVA, ID Distribution=ImageNet-1K2025.0511.534.9
RLogBackbone=DFN CLIP, ID Distribution=ImageNet-1K2025.0511.225.4
Δ-KNNBackbone=DFN CLIP, ID Distribution=ImageNet-1K2025.0510.622.8
Δ-KNN-RLogBackbone=DFN CLIP, ID Distribution=ImageNet-1K2025.059.6919.2
MSPBackbone=EVA, ID Distribution=ImageNet-1K2025.059.2925.1
RLogBackbone=EVA, ID Distribution=ImageNet-1K2025.058.2520.5
KNNBackbone=EVA, ID Distribution=ImageNet-1K2025.057.4316.8
MDSBackbone=EVA, ID Distribution=ImageNet-1K2025.057.4116.7
Δ-MDS-RLogBackbone=EVA, ID Distribution=ImageNet-1K2025.056.918.7
Δ-MDSBackbone=EVA, ID Distribution=ImageNet-1K2025.056.7213.6