Image Classification on OfficeHome TotalHeavyTail setting (test)
49Avg AccuracyNDCL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NDCLsetting=TotalHeavyTail2026.01 | 49 | 71.6 | 66 | 30.5 | |
| BSoftmaxsetting=TotalHeavyTail2026.01 | 48.6 | 69.5 | 61.9 | 33 | |
| PGradsetting=TotalHeavyTail2026.01 | 48 | 78.2 | 66.5 | 26.5 | |
| TCRIsetting=TotalHeavyTail2026.01 | 48 | 73.4 | 65 | 29.4 | |
| ReWeightsetting=TotalHeavyTail2026.01 | 47.1 | 74.3 | 64.6 | 27.4 | |
| RDMsetting=TotalHeavyTail2026.01 | 46.9 | 74.8 | 64.1 | 26.6 | |
| Fishsetting=TotalHeavyTail2026.01 | 46.5 | 77.3 | 65.5 | 24.8 | |
| SagNetsetting=TotalHeavyTail2026.01 | 46.3 | 77.6 | 66 | 24.1 | |
| EQRMsetting=TotalHeavyTail2026.01 | 46.3 | 77 | 63.4 | 25.4 | |
| LDAMsetting=TotalHeavyTail2026.01 | 46.3 | 74.2 | 64.1 | 26 | |
| Fishrsetting=TotalHeavyTail2026.01 | 46.2 | 75.9 | 64.7 | 25.3 | |
| ERMsetting=TotalHeavyTail2026.01 | 46.1 | 74.9 | 64.8 | 25.4 | |
| SAMALTDGsetting=TotalHeavyTail2026.01 | 46.1 | 74.1 | 64 | 25.6 | |
| GroupDROsetting=TotalHeavyTail2026.01 | 46 | 75.6 | 64.3 | 25 | |
| CORALsetting=TotalHeavyTail2026.01 | 45.7 | 78.5 | 64.9 | 22.9 | |
| VRExsetting=TotalHeavyTail2026.01 | 45.5 | 74.7 | 63.2 | 25.1 | |
| MLDGsetting=TotalHeavyTail2026.01 | 45.4 | 73.8 | 63.3 | 24.9 | |
| MMDsetting=TotalHeavyTail2026.01 | 45.4 | 74.6 | 63.9 | 24.7 | |
| Focalsetting=TotalHeavyTail2026.01 | 45.1 | 75.2 | 62.9 | 24.2 | |
| Mixupsetting=TotalHeavyTail2026.01 | 44.9 | 75 | 64.2 | 23.1 | |
| GINIDGsetting=TotalHeavyTail2026.01 | 44.9 | 72.1 | 62.2 | 25.5 | |
| BoDAsetting=TotalHeavyTail2026.01 | 44.9 | 77.5 | 64.2 | 22 | |
| DANNsetting=TotalHeavyTail2026.01 | 44.2 | 74.9 | 63.1 | 22.1 | |
| IRMsetting=TotalHeavyTail2026.01 | 43.8 | 73.6 | 61.2 | 23.6 |