Semantic Shift Detection on ImageNet-O, iNaturalist, SUN, and Places Average benchmark leaderboard · SOTA2 Research

Semantic Shift Detection on ImageNet-O, iNaturalist, SUN, and Places Average

0.284Avg Score (A)SIRC

Evaluation Results

Method	Links
SIRC2025.05		0.284	1.05
SIRC2025.05		0.284	1.05
Energy2025.05		0.28	1.03
MDS2025.05		0.14	0.442
Energy2025.05		0.134	0.522
KNN2025.05		0.131	0.402
MaxLogit2025.05		0.119	0.35
MSP2025.05		0.116	0.336
MaxLogit2025.05		0.103	0.365
RLog2025.05		0.0973	0.245
Δ-KNN2025.05		0.0909	0.217
Δ-KNN-RLog2025.05		0.0831	0.182
MSP2025.05		0.082	0.26
RLog2025.05		0.068	0.189
KNN2025.05		0.0662	0.186
MDS2025.05		0.066	0.186
Δ-MDS-RLog2025.05		0.0575	0.176
Δ-MDS2025.05		0.057	0.137