Node Classification on ACM to DBLP
96.9Micro-F1Oracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oraclesetting=unsupervised graph domain adaptation2025.01 | 96.9 | 96.8 | |
| GGDA-GATsetting=unsupervised graph domain adaptation2025.01 | 77.2 | 74.9 | |
| GGDA-GCNsetting=unsupervised graph domain adaptation2025.01 | 74.7 | 72.2 | |
| TDSSsetting=unsupervised graph domain adaptation2025.01 | 74.1 | 69.7 | |
| ASNsetting=unsupervised graph domain adaptation2025.01 | 72.7 | 66.7 | |
| GGDA-SAGEsetting=unsupervised graph domain adaptation2025.01 | 72.4 | 70 | |
| ACDNEsetting=unsupervised graph domain adaptation2025.01 | 72.2 | 69.9 | |
| CDANsetting=unsupervised graph domain adaptation2025.01 | 69.6 | 65.3 | |
| UDA-GCNsetting=unsupervised graph domain adaptation2025.01 | 69 | 61.3 | |
| StruRWsetting=unsupervised graph domain adaptation2025.01 | 68 | 62.4 | |
| MDDsetting=unsupervised graph domain adaptation2025.01 | 67.6 | 61.2 | |
| GraphAlignsetting=unsupervised graph domain adaptation2025.01 | 67.5 | 64.6 | |
| Pair-Alignsetting=unsupervised graph domain adaptation2025.01 | 67.5 | 64.3 | |
| GRADEsetting=unsupervised graph domain adaptation2025.01 | 66.4 | 61.6 | |
| SpecRegsetting=unsupervised graph domain adaptation2025.01 | 66.4 | 61.8 | |
| A2GNNsetting=unsupervised graph domain adaptation2025.01 | 62.1 | 66.3 |