Adaptation with outlier datasets on ImageNet-C with Places365-C outliers 1.0 (test) benchmark leaderboard · SOTA2 Research

Adaptation with outlier datasets on ImageNet-C with Places365-C outliers 1.0 (test)

0.469AccuracySTAMP + Hi-Vec

Evaluation Results

Method	Links
STAMP + Hi-Vec2025.08		0.469	0.779	0.585
EATA2025.08		0.464	0.726	0.56
STAMP2025.08		0.464	0.777	0.576
SAR + Hi-Vec2025.08		0.453	0.738	0.561
SAR2025.08		0.449	0.733	0.55
SoTTA2025.08		0.417	0.678	0.507
RoTTA2025.08		0.366	0.686	0.465
Tent + Hi-Vec2025.08		0.354	0.52	0.421
Tent2025.08		0.349	0.518	0.395
CoTTA2025.08		0.338	0.669	0.435
BN Stats2025.08		0.311	0.677	0.411
MRL2025.08		0.184	0.619	0.283
Source2025.08		0.182	0.616	0.261
OWTTT2025.08		0.091	0.54	0.139