Continual Source-Free Domain Adaptation on Office-Home Cl→Ar→Pr→Rw sequence
93.8Accuracy (Cl)DIFO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DIFOAdaptation Step=Cl2026.04 | 93.8 | 60.1 | 60.6 | 69.3 | — | |
| DIFO++Adaptation Step=Cl2026.04 | 93.8 | 60.5 | 61.3 | 70.4 | — | |
| DIFO++Adaptation Step=Ar2026.04 | 79.6 | 76.5 | 64.9 | 76.8 | — | |
| DIFOAdaptation Step=Ar2026.04 | 78 | 78.2 | 64.2 | 76.6 | — | |
| DIFO++Adaptation Step=Pr2026.04 | 77.9 | 68.3 | 87.6 | 78.7 | — | |
| DIFOAdaptation Step=Pr2026.04 | 74.3 | 68.3 | 85.4 | 77.5 | — | |
| DIFO++Adaptation Step=Rw2026.04 | 71.8 | 67.3 | 84.7 | 84.4 | — | |
| DIFOAdaptation Step=Rw2026.04 | 70.1 | 66.7 | 84.5 | 83.7 | — | |
| DIFOAdaptation Step=↓2026.04 | — | — | — | — | 11.9 | |
| DIFO++Adaptation Step=↓2026.04 | — | — | — | — | 11.1 |