Knowledge Graph Completion on Inductive e 18 graphs
46.5MRRKGPFN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KGPFNSetting=In-context2026.05 | 46.5 | 63.8 | |
| KGICLSetting=Fine-tuned2026.05 | 46.4 | 63 | |
| TRIXSetting=Fine-tuned2026.05 | 45.9 | 59.4 | |
| TRIXSetting=Zero-shot2026.05 | 45.5 | 59.2 | |
| MotifSetting=Fine-tuned2026.05 | 45.5 | 59.4 | |
| ULTRASetting=Fine-tuned2026.05 | 44.2 | 58.2 | |
| KGICLSetting=Zero-shot2026.05 | 44 | 58.4 | |
| ULTRASetting=Zero-shot2026.05 | 43.1 | 56.6 | |
| MotifSetting=Zero-shot2026.05 | 43.1 | 57 |