Relation Prediction on 54 KGs Total Avg
90.7MRRFLOCK
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FLOCKEvaluation Protocol=finetuned2025.10 | 90.7 | 85.1 | — | |
| FLOCKEvaluation Protocol=zero-shot2025.10 | 88.1 | 81.7 | — | |
| TRIXEvaluation Protocol=finetuned2025.10 | 80.4 | 70.6 | — | |
| TRIXEvaluation Protocol=zero-shot2025.10 | 79.2 | 68.7 | — | |
| ULTRAEvaluation Protocol=finetuned2025.10 | 75.9 | 65.9 | — | |
| ULTRAEvaluation Protocol=zero-shot2025.10 | 72.4 | 61.3 | — | |
| ConAggregator=Z-Score2026.06 | — | — | 3 | |
| FMSAggregator=Z-Score2026.06 | — | — | 1 | |
| PathConAggregator=Z-Score2026.06 | — | — | 2 |