Image Classification on MNIST S2→S0
91.6AccuracyS2PLR
Evaluation Results
| Method | Links | |
|---|---|---|
| S2PLRAdaptation=Source-free2026.05 | 91.6 | |
| Ucon SFDAAdaptation=Source-free2026.05 | 90.9 | |
| SF(DA)2Adaptation=Source-free2026.05 | 90.1 | |
| SOGAAdaptation=Source-free2026.05 | 90.1 | |
| GraphATAAdaptation=Source-free2026.05 | 89.5 | |
| GALAAdaptation=Source-free2026.05 | 89.2 | |
| SFDA LLNAdaptation=Source-free2026.05 | 88.3 | |
| GraphCTAAdaptation=Source-free2026.05 | 88.2 | |
| GINAdaptation=Source-only2026.05 | 83.9 | |
| NVC_LLNAdaptation=Source-free2026.05 | 83 | |
| CINAdaptation=Source-only2026.05 | 82.8 | |
| GCNAdaptation=Source-only2026.05 | 70.5 | |
| GMTAdaptation=Source-only2026.05 | 68.3 | |
| PathNNAdaptation=Source-only2026.05 | 53.7 | |
| DSBD2026.04 | 52.95 | |
| TDSS2026.04 | 51.88 | |
| StruRW2026.04 | 51.45 | |
| LAD-GNN2026.04 | 50.12 | |
| PA-BOTH2026.04 | 49.22 | |
| TGS2026.04 | 48.66 | |
| G-CRD2026.04 | 47.55 | |
| AdaGMLP2026.04 | 46.33 | |
| A2GNN2026.04 | 45.67 | |
| ClustGDD2026.04 | 44.22 | |
| MuGSI2026.04 | 43.12 | |
| SGDA2026.04 | 42.15 | |
| GAA2026.04 | 41.55 | |
| WL subtreeAdaptation=Source-only2026.05 | 8.7 |