Image Classification on TinyImageNet-C
41.8AccuracyAdaBN
Evaluation Results
| Method | Links | |
|---|---|---|
| AdaBNTraining Augmentations=true2021.03 | 41.8 | |
| AdaBNTraining Augmentations=false2021.03 | 40.1 | |
| URM (Upper Bound)2026.05 | 31.8 | |
| ER-ACE2026.05 | 29 | |
| ⋆-CL-Fishr2026.05 | 29 | |
| ⋆-CL-Fishrunsupervised updates=true2026.05 | 29 | |
| ⋆-CL-VREX2026.05 | 26.3 | |
| ⋆-CL-VREXunsupervised updates=true2026.05 | 26.3 | |
| ⋆-CL-MMD2026.05 | 25.8 | |
| ⋆-CL-MMDunsupervised updates=true2026.05 | 25.8 | |
| STAR2026.05 | 25.6 | |
| ⋆-CL-CORAL2026.05 | 25 | |
| ⋆-CL-CORALunsupervised updates=true2026.05 | 25 | |
| FDR2026.05 | 23 | |
| AGEM2026.05 | 22.8 | |
| SNR2026.05 | 22 | |
| LODE2026.05 | 21.6 | |
| EFC2026.05 | 21.3 | |
| SI2026.05 | 20.8 | |
| TENTunsupervised updates=true2026.05 | 20.2 | |
| EWC2026.05 | 20.1 | |
| COPE2026.05 | 20.1 | |
| UPGD2026.05 | 19.6 | |
| Finetune2026.05 | 18.5 | |
| Finetuneunsupervised updates=true2026.05 | 18.5 | |
| ⋆-CL-ANDMask2026.05 | 11.8 | |
| ⋆-CL-ANDMaskunsupervised updates=true2026.05 | 11.8 | |
| CoTTAunsupervised updates=true2026.05 | 7.3 | |
| SHOTPPunsupervised updates=true2026.05 | 1 | |
| SARL2026.05 | 0.7 |