Knowledge Graph Completion on Inductive e, r 23 graphs
43.3MRRKGPFN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KGPFNSetting=In-context2026.05 | 43.3 | 63.9 | |
| KGICLSetting=Fine-tuned2026.05 | 42.6 | 61.6 | |
| MotifSetting=Fine-tuned2026.05 | 40.1 | 55.8 | |
| TRIXSetting=Fine-tuned2026.05 | 40.1 | 55.6 | |
| ULTRASetting=Fine-tuned2026.05 | 39.7 | 55.6 | |
| TRIXSetting=Zero-shot2026.05 | 36.8 | 54 | |
| KGICLSetting=Zero-shot2026.05 | 36.2 | 54.4 | |
| ULTRASetting=Zero-shot2026.05 | 34.5 | 51.3 | |
| MotifSetting=Zero-shot2026.05 | 33.7 | 50.9 |