Image Classification on PACS (unseen)
77.3Accuracy (Art)MSL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MSLLearning Protocol=2-tasks supervised learning2022.03 | 77.3 | 82.1 | 87 | 62.8 | |
| MSL + MovLearning Protocol=2-tasks supervised learning2022.03 | 77.2 | 84.1 | 89 | 64.9 | |
| LUCIRLearning Protocol=2-tasks supervised learning2022.03 | 76.5 | 82.1 | 84.2 | 62.2 | |
| LwFLearning Protocol=2-tasks supervised learning2022.03 | 76.4 | 82.4 | 85.5 | 62.4 | |
| ERMLearning Protocol=2-tasks supervised learning2022.03 | 76.3 | 82.9 | 84.7 | 61.9 | |
| MixStyleLearning Protocol=2-tasks supervised learning2022.03 | 73.3 | 82.6 | 81.1 | 63.5 | |
| GeoDLLearning Protocol=2-tasks supervised learning2022.03 | 72.8 | 83.6 | 85.4 | 60.5 | |
| MixStyle + LUCIRLearning Protocol=2-tasks supervised learning2022.03 | 70.3 | 82.7 | 83.6 | 63.6 | |
| ARMLearning Protocol=2-tasks supervised learning2022.03 | 65.1 | 83.3 | 84.9 | 64.9 |