Image Classification on MNIST S0→S2
92.5AccuracyS2PLR
Evaluation Results
| Method | Links | |
|---|---|---|
| S2PLRAdaptation=Source-free2026.05 | 92.5 | |
| GALAAdaptation=Source-free2026.05 | 91.8 | |
| GraphATAAdaptation=Source-free2026.05 | 91.7 | |
| SOGAAdaptation=Source-free2026.05 | 91.5 | |
| GraphCTAAdaptation=Source-free2026.05 | 91.1 | |
| SF(DA)2Adaptation=Source-free2026.05 | 90.6 | |
| SFDA LLNAdaptation=Source-free2026.05 | 89.7 | |
| NVC_LLNAdaptation=Source-free2026.05 | 88.9 | |
| Ucon SFDAAdaptation=Source-free2026.05 | 88.5 | |
| CINAdaptation=Source-only2026.05 | 82.2 | |
| GINAdaptation=Source-only2026.05 | 81.4 | |
| GCNAdaptation=Source-only2026.05 | 60.9 | |
| GMTAdaptation=Source-only2026.05 | 58.2 | |
| DSBD2026.04 | 44.17 | |
| TDSS2026.04 | 42.89 | |
| LAD-GNN2026.04 | 42.1 | |
| StruRW2026.04 | 41.25 | |
| PA-BOTH2026.04 | 40.55 | |
| TGS2026.04 | 39.56 | |
| PathNNAdaptation=Source-only2026.05 | 39.3 | |
| G-CRD2026.04 | 38.45 | |
| AdaGMLP2026.04 | 36.78 | |
| A2GNN2026.04 | 35.67 | |
| MuGSI2026.04 | 35.12 | |
| ClustGDD2026.04 | 34.11 | |
| GAA2026.04 | 33.88 | |
| SGDA2026.04 | 32.44 | |
| WL subtreeAdaptation=Source-only2026.05 | 9.5 |