Continual Source-Free Domain Adaptation on Office-Home Ar→Cl→Pr→Rw sequence
92.6Accuracy (Art)DIFO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DIFOAdaptation Step=Ar2026.04 | 92.6 | 41.4 | 67.6 | 77.3 | — | |
| DIFO++Adaptation Step=Ar2026.04 | 92.6 | 41.2 | 66.9 | 75 | — | |
| DIFO++Adaptation Step=Cl2026.04 | 79.5 | 66.1 | 62.8 | 72.5 | — | |
| DIFO++Adaptation Step=Rw2026.04 | 77.8 | 63.2 | 84.9 | 83.7 | — | |
| DIFOAdaptation Step=Cl2026.04 | 77.2 | 64.1 | 63.3 | 72.2 | — | |
| DIFO++Adaptation Step=Pr2026.04 | 75 | 65.1 | 86.9 | 78.9 | — | |
| DIFOAdaptation Step=Rw2026.04 | 74.9 | 60.6 | 83.1 | 83.3 | — | |
| DIFOAdaptation Step=Pr2026.04 | 72.4 | 64.7 | 84.9 | 76.8 | — | |
| DIFOAdaptation Step=↓2026.04 | — | — | — | — | 7.8 | |
| DIFO++Adaptation Step=↓2026.04 | — | — | — | — | 7.2 |