CCC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Continual Test-Time Adaptation | CCC Hard | Error (%)75.98 | 32 | |
| Continual Test-Time Adaptation | CCC Medium | Error (%)41.66 | 32 | |
| Continual Test-Time Adaptation | CCC Easy | Error (%)35.97 | 32 | |
| Image Classification | CCC | Accuracy (Easy)66.16 | 18 | |
| Image Classification | CCC Hard | Accuracy24.02 | 16 | |
| Image Classification | CCC Medium | Accuracy58.34 | 16 | |
| Image Classification | CCC Easy | Accuracy64.03 | 16 | |
| Continual Test-Time Adaptation | CCC | Performance (Easy)51.51 | 15 | |
| Image Classification | CCC Hard 1.0 (test) | Mean Accuracy12.7 | 12 | |
| Image Classification | CCC Medium 1.0 (test) | Mean Accuracy43.7 | 12 | |
| Image Classification | CCC Easy 1.0 (test) | Accuracy51.4 | 12 | |
| Classification | CCC | Accuracy92.47 | 9 | |
| Image Classification | CCC medium (test) | Accuracy (1000 speed)43.35 | 6 | |
| Topic Modeling | CCC | Label Accuracy60 | 2 |
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