Knowledge Graph Completion on Transductive 16 graphs
39.7MRRKGICL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KGICLSetting=Fine-tuned2026.05 | 39.7 | 55.4 | |
| KGPFNSetting=In-context2026.05 | 39.3 | 60 | |
| MotifSetting=Fine-tuned2026.05 | 39 | 54.9 | |
| TRIXSetting=Fine-tuned2026.05 | 39 | 55.8 | |
| ULTRASetting=Fine-tuned2026.05 | 38.4 | 54.8 | |
| KGICLSetting=Zero-shot2026.05 | 34.6 | 49.3 | |
| TRIXSetting=Zero-shot2026.05 | 34.2 | 52.2 | |
| MotifSetting=Zero-shot2026.05 | 33.5 | 49.2 | |
| ULTRASetting=Zero-shot2026.05 | 32.9 | 47.9 |