Image Classification on CIFAR-10C Level 5 (Continual Evaluation)
0.09Error RateRMT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RMTSource-free=false, Updates=4, Test-time adaptation protocol=Gradual2022.11 | 0.09 | -3.5 | |
| RMTSource-free=false, Updates=1, Test-time adaptation protocol=Gradual2022.11 | 0.094 | -4.5 | |
| RMTSource-free=true, Updates=1, Test-time adaptation protocol=Gradual2022.11 | 0.104 | -4.1 | |
| GTTA-MIXSource-free=false, Updates=4, Test-time adaptation protocol=Gradual2022.11 | 0.13 | -2.6 | |
| CoTTASource-free=true, Updates=1, Test-time adaptation protocol=Gradual2022.11 | 0.142 | -2 | |
| AdaContrastSource-free=false, Updates=1, Test-time adaptation protocol=Gradual2022.11 | 0.158 | -2.7 | |
| BN-1Source-free=true, Updates=-, Test-time adaptation protocol=Gradual2022.11 | 0.204 | — | |
| TENT-cont.Source-free=true, Updates=1, Test-time adaptation protocol=Gradual2022.11 | 0.251 | 4.4 | |
| SourceSource-free=true, Updates=-, Test-time adaptation protocol=Gradual2022.11 | 0.435 | — |