Continual Source-Free Domain Adaptation on Office-Home Rw→Ar→Cl→Pr sequence
94.3Accuracy (Rw)DIFO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DIFOAdaptation Step=Rw2026.04 | 94.3 | 68.7 | 48.7 | 79.3 | — | |
| DIFO++Adaptation Step=Rw2026.04 | 94.3 | 68.3 | 47.1 | 77.5 | — | |
| DIFOAdaptation Step=Ar2026.04 | 89.7 | 79 | 45.3 | 75.9 | — | |
| DIFO++Adaptation Step=Ar2026.04 | 89.7 | 77 | 45.5 | 76.3 | — | |
| DIFO++Adaptation Step=Pr2026.04 | 82.6 | 70.1 | 60.4 | 86 | — | |
| DIFO++Adaptation Step=Cl2026.04 | 82.3 | 73.4 | 65.7 | 71.4 | — | |
| DIFOAdaptation Step=Pr2026.04 | 82.1 | 69.6 | 60.1 | 87.2 | — | |
| DIFOAdaptation Step=Cl2026.04 | 79.4 | 74 | 64.3 | 70.9 | — | |
| DIFOAdaptation Step=↓2026.04 | — | — | — | — | 8.9 | |
| DIFO++Adaptation Step=↓2026.04 | — | — | — | — | 8.3 |