Continual Source-Free Domain Adaptation on Office-Home Pr→Ar→Cl→Rw sequence
94.8Accuracy (Pr)DIFO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DIFOAdaptation Step=Pr2026.04 | 94.8 | 58.4 | 40.7 | 78 | — | |
| DIFO++Adaptation Step=Pr2026.04 | 94.8 | 57.6 | 41.4 | 77.1 | — | |
| DIFO++Adaptation Step=Ar2026.04 | 88.5 | 77 | 50.5 | 81.2 | — | |
| DIFOAdaptation Step=Ar2026.04 | 86.7 | 73.7 | 43.5 | 80 | — | |
| DIFO++Adaptation Step=Rw2026.04 | 85.6 | 73.4 | 59.7 | 86.9 | — | |
| DIFOAdaptation Step=Rw2026.04 | 83.8 | 68.7 | 55.1 | 83 | — | |
| DIFO++Adaptation Step=Cl2026.04 | 79.3 | 70 | 66.4 | 75 | — | |
| DIFOAdaptation Step=Cl2026.04 | 75.7 | 70 | 61.8 | 76.4 | — | |
| DIFOAdaptation Step=↓2026.04 | — | — | — | — | 10 | |
| DIFO++Adaptation Step=↓2026.04 | — | — | — | — | 9.3 |