Image Classification on CIFAR-10 C0→C1
58.7AccuracyS2PLR
Evaluation Results
| Method | Links | |
|---|---|---|
| S2PLRAdaptation=Source-free2026.05 | 58.7 | |
| GALAAdaptation=Source-free2026.05 | 58.1 | |
| GraphCTAAdaptation=Source-free2026.05 | 57.9 | |
| SOGAAdaptation=Source-free2026.05 | 57.6 | |
| Ucon SFDAAdaptation=Source-free2026.05 | 57.3 | |
| GraphATAAdaptation=Source-free2026.05 | 57.2 | |
| NVC_LLNAdaptation=Source-free2026.05 | 56.9 | |
| SF(DA)2Adaptation=Source-free2026.05 | 56.7 | |
| SFDA LLNAdaptation=Source-free2026.05 | 56.5 | |
| GMTAdaptation=Source-only2026.05 | 52.2 | |
| CINAdaptation=Source-only2026.05 | 51 | |
| GCNAdaptation=Source-only2026.05 | 44.9 | |
| GINAdaptation=Source-only2026.05 | 44.4 | |
| PathNNAdaptation=Source-only2026.05 | 43.7 | |
| DSBD2026.04 | 30.49 | |
| TDSS2026.04 | 29.45 | |
| StruRW2026.04 | 29.15 | |
| LAD-GNN2026.04 | 28.12 | |
| PA-BOTH2026.04 | 27.66 | |
| TGS2026.04 | 26.55 | |
| G-CRD2026.04 | 25.34 | |
| AdaGMLP2026.04 | 24.55 | |
| A2GNN2026.04 | 23.44 | |
| MuGSI2026.04 | 22.11 | |
| ClustGDD2026.04 | 21.33 | |
| SGDA2026.04 | 20.12 | |
| GAA2026.04 | 19.88 | |
| WL subtreeAdaptation=Source-only2026.05 | 10.1 |