Knowledge Graph Reasoning on IndER 13 datasets (test)
55.6Hit@10KRLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KRLMStage=Fine-tuning2025.10 | 55.6 | 36.7 | |
| KRLMStage=Pre-training2025.10 | 54.6 | 36.1 | |
| ULTRAStage=Fine-tuning2025.10 | 54.2 | 35 | |
| PROLINKBackbone=Llama2-7b2025.10 | 54.2 | 35.4 | |
| MOTIFStage=Fine-tuning2025.10 | 53.8 | 34.9 | |
| ULTRAStage=Pre-training2025.10 | 53.6 | 35.2 | |
| TRIXStage=Fine-tuning2025.10 | 53.6 | 35.3 | |
| TRIXStage=Pre-training2025.10 | 53.5 | 35.3 | |
| MOTIFStage=Pre-training2025.10 | 51.9 | 33.5 | |
| Supervised SOTA2025.10 | 34.7 | 20.9 |