Image Classification on ImageNet-C (levels 1-5)
36.8Error Rate (L1-5)RMT
Evaluation Results
| Method | Links | |
|---|---|---|
| RMTSource-free=false, Updates=4, Test-time adaptation protocol=Gradual2022.11 | 36.8 | |
| GTTA-MIXSource-free=false, Updates=4, Test-time adaptation protocol=Gradual2022.11 | 37.7 | |
| RMTSource-free=false, Updates=1, Test-time adaptation protocol=Gradual2022.11 | 37.8 | |
| CoTTASource-free=true, Updates=1, Test-time adaptation protocol=Gradual2022.11 | 38.8 | |
| RMTSource-free=true, Updates=1, Test-time adaptation protocol=Gradual2022.11 | 39.3 | |
| TENT-cont.Source-free=true, Updates=1, Test-time adaptation protocol=Gradual2022.11 | 46.4 | |
| BN-1Source-free=true, Updates=-, Test-time adaptation protocol=Gradual2022.11 | 48.3 | |
| SourceSource-free=true, Updates=-, Test-time adaptation protocol=Gradual2022.11 | 58.4 | |
| AdaContrastSource-free=false, Updates=1, Test-time adaptation protocol=Gradual2022.11 | 66.3 |