Image Classification on MNIST S0→S1
94.7AccuracyS2PLR
Evaluation Results
| Method | Links | |
|---|---|---|
| S2PLRAdaptation=Source-free2026.05 | 94.7 | |
| GALAAdaptation=Source-free2026.05 | 94.1 | |
| SOGAAdaptation=Source-free2026.05 | 93.9 | |
| Ucon SFDAAdaptation=Source-free2026.05 | 93.8 | |
| GraphCTAAdaptation=Source-free2026.05 | 93.8 | |
| SF(DA)2Adaptation=Source-free2026.05 | 93.7 | |
| NVC_LLNAdaptation=Source-free2026.05 | 93.4 | |
| SFDA LLNAdaptation=Source-free2026.05 | 93.3 | |
| GraphATAAdaptation=Source-free2026.05 | 93.2 | |
| GINAdaptation=Source-only2026.05 | 86.2 | |
| CINAdaptation=Source-only2026.05 | 85.8 | |
| GMTAdaptation=Source-only2026.05 | 83.3 | |
| GCNAdaptation=Source-only2026.05 | 82.4 | |
| PathNNAdaptation=Source-only2026.05 | 80.2 | |
| DSBD2026.04 | 54.26 | |
| StruRW2026.04 | 52.34 | |
| TDSS2026.04 | 51.98 | |
| LAD-GNN2026.04 | 51.45 | |
| PA-BOTH2026.04 | 50.12 | |
| TGS2026.04 | 49.88 | |
| G-CRD2026.04 | 48.34 | |
| AdaGMLP2026.04 | 47.22 | |
| A2GNN2026.04 | 46.88 | |
| MuGSI2026.04 | 45.12 | |
| ClustGDD2026.04 | 44.67 | |
| SGDA2026.04 | 43.15 | |
| GAA2026.04 | 41.22 | |
| WL subtreeAdaptation=Source-only2026.05 | 29.5 |