Node Classification on ACM to Citation (A to C)
97.3Micro-F1Oracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oraclesetting=unsupervised graph domain adaptation2025.01 | 97.3 | 96.9 | |
| Oraclesetting=unsupervised graph domain adaptation2025.01 | 97 | 97 | |
| GGDA-GATsetting=unsupervised graph domain adaptation2025.01 | 81.9 | 80.4 | |
| GGDA-GCNsetting=unsupervised graph domain adaptation2025.01 | 80.3 | 78.8 | |
| TDSSsetting=unsupervised graph domain adaptation2025.01 | 79.6 | 77.4 | |
| ACDNEsetting=unsupervised graph domain adaptation2025.01 | 78.9 | 77.3 | |
| ASNsetting=unsupervised graph domain adaptation2025.01 | 78.6 | 73.6 | |
| GGDA-SAGEsetting=unsupervised graph domain adaptation2025.01 | 78 | 76.8 | |
| CDANsetting=unsupervised graph domain adaptation2025.01 | 77.4 | 74.7 | |
| GGDA-GATsetting=unsupervised graph domain adaptation2025.01 | 77.1 | 76.6 | |
| MDDsetting=unsupervised graph domain adaptation2025.01 | 76.4 | 72.9 | |
| ACDNEsetting=unsupervised graph domain adaptation2025.01 | 76.3 | 74.6 | |
| A2GNNsetting=unsupervised graph domain adaptation2025.01 | 76.3 | 74.9 | |
| GGDA-GCNsetting=unsupervised graph domain adaptation2025.01 | 76 | 75.9 | |
| GGDA-SAGEsetting=unsupervised graph domain adaptation2025.01 | 75.6 | 75.6 | |
| A2GNNsetting=unsupervised graph domain adaptation2025.01 | 75.5 | 77.4 | |
| MDDsetting=unsupervised graph domain adaptation2025.01 | 74.5 | 73.4 | |
| TDSSsetting=unsupervised graph domain adaptation2025.01 | 74.3 | 75.3 | |
| UDA-GCNsetting=unsupervised graph domain adaptation2025.01 | 74 | 71.2 | |
| CDANsetting=unsupervised graph domain adaptation2025.01 | 73.7 | 72.5 | |
| GraphAlignsetting=unsupervised graph domain adaptation2025.01 | 73.2 | 70.1 | |
| ASNsetting=unsupervised graph domain adaptation2025.01 | 72.8 | 72.7 | |
| UDA-GCNsetting=unsupervised graph domain adaptation2025.01 | 72.6 | 71.4 | |
| Pair-Alignsetting=unsupervised graph domain adaptation2025.01 | 72.4 | 68.3 | |
| Pair-Alignsetting=unsupervised graph domain adaptation2025.01 | 71.2 | 68.5 | |
| GRADEsetting=unsupervised graph domain adaptation2025.01 | 70.8 | 68.4 | |
| StruRWsetting=unsupervised graph domain adaptation2025.01 | 70.6 | 66.3 | |
| SpecRegsetting=unsupervised graph domain adaptation2025.01 | 68.7 | 65.2 | |
| GRADEsetting=unsupervised graph domain adaptation2025.01 | 67.9 | 66.3 | |
| SpecRegsetting=unsupervised graph domain adaptation2025.01 | 67.5 | 64.3 | |
| GraphAlignsetting=unsupervised graph domain adaptation2025.01 | 67.2 | 66.6 | |
| StruRWsetting=unsupervised graph domain adaptation2025.01 | 65.1 | 63.2 |