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ResearchFormerly WizWand

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

0.469AccuracySTAMP + Hi-Vec
0.075880.177940.280.38206Aug 11, 2025
Updated 7mo ago

Evaluation results

MethodLinks
STAMP + Hi-VecBackbone=ResNet-502025.080.4690.7790.585
EATABackbone=ResNet-502025.080.4640.7260.56
STAMPBackbone=ResNet-502025.080.4640.7770.576
SAR + Hi-VecBackbone=ResNet-502025.080.4530.7380.561
SARBackbone=ResNet-502025.080.4490.7330.55
SoTTABackbone=ResNet-502025.080.4170.6780.507
RoTTABackbone=ResNet-502025.080.3660.6860.465
Tent + Hi-VecBackbone=ResNet-502025.080.3540.520.421
TentBackbone=ResNet-502025.080.3490.5180.395
CoTTABackbone=ResNet-502025.080.3380.6690.435
BN StatsBackbone=ResNet-502025.080.3110.6770.411
MRLBackbone=ResNet-502025.080.1840.6190.283
SourceBackbone=ResNet-502025.080.1820.6160.261
OWTTTBackbone=ResNet-502025.080.0910.540.139