Node Classification on Children (Macro-F1)
27.9Macro-F1VICUNA-7B-V1.5
Evaluation Results
| Method | Links | |
|---|---|---|
| VICUNA-7B-V1.5setting=Zero-shot2026.05 | 27.9 | |
| GRAPHREACTsetting=Zero-shot2026.05 | 21.6 | |
| TEA-GLMsetting=Zero-shot2026.05 | 20.9 | |
| LLAGAsetting=Zero-shot2026.05 | 16.3 | |
| GATsetting=Zero-shot2026.05 | 6.3 | |
| GKDsetting=Zero-shot2026.05 | 2.8 | |
| GLNNsetting=Zero-shot2026.05 | 2.1 | |
| NODEFORMERsetting=Zero-shot2026.05 | 1.9 | |
| OFAsetting=Zero-shot2026.05 | 1.7 | |
| DGIsetting=Zero-shot2026.05 | 1.2 | |
| MLPsetting=Zero-shot2026.05 | 0.7 | |
| GCNsetting=Zero-shot2026.05 | 0.6 | |
| GRAPHSAGEsetting=Zero-shot2026.05 | 0.5 | |
| DIFFORMERsetting=Zero-shot2026.05 | 0.2 |