Cross-domain Continual Learning on DomainNet unseen domains
63.8Accuracy (Clip Domain)MSL + Mov
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MSL + MovTask Protocol=5-tasks2022.03 | 63.8 | 55.3 | 64.6 | 58.3 | |
| MSL + MovTask Protocol=10-tasks2022.03 | 63.7 | 55 | 63.1 | 56.4 | |
| MSLTask Protocol=5-tasks2022.03 | 63.3 | 55.4 | 63.6 | 57.4 | |
| MSLTask Protocol=10-tasks2022.03 | 63.2 | 51.3 | 61.8 | 55.6 | |
| MixStyle + LUCIRTask Protocol=10-tasks2022.03 | 62.4 | 50 | 59.5 | 52.8 | |
| LwFTask Protocol=5-tasks2022.03 | 62.2 | 52.1 | 62.6 | 54.9 | |
| GeoDLTask Protocol=5-tasks2022.03 | 62.1 | 52.8 | 61.1 | 55.5 | |
| LwFTask Protocol=10-tasks2022.03 | 61.3 | 51.9 | 60 | 53.5 | |
| LUCIRTask Protocol=5-tasks2022.03 | 61.3 | 52.7 | 61.1 | 55.4 | |
| LUCIRTask Protocol=10-tasks2022.03 | 61.1 | 52.1 | 59.7 | 53 | |
| GeoDLTask Protocol=10-tasks2022.03 | 61 | 50.5 | 58.5 | 54.1 | |
| ERMTask Protocol=10-tasks2022.03 | 60 | 51.4 | 60.3 | 53.1 | |
| ERMTask Protocol=5-tasks2022.03 | 59.7 | 50.2 | 57.7 | 51.7 | |
| MixStyleTask Protocol=5-tasks2022.03 | 59.6 | 48.5 | 56 | 53.5 | |
| MixStyle + LUCIRTask Protocol=5-tasks2022.03 | 58.2 | 47.4 | 54.8 | 51.8 | |
| MixStyleTask Protocol=10-tasks2022.03 | 58 | 51.4 | 59.5 | 52.5 | |
| ARMTask Protocol=10-tasks2022.03 | 57 | 49.3 | 62.3 | 51.2 | |
| ARMTask Protocol=5-tasks2022.03 | 55.4 | 51.8 | 60.2 | 47.7 |