Link Prediction on PrimeKG
42MRKG-FIT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| KG-FITBase Model=HAKE, Frame=LHR2024.05 | 42 | 68.2 | 60.5 | 78.5 | 83.5 | |
| KG-FITBase Model=HAKE, Frame=Seed2024.05 | 82 | 63.8 | 54 | 74.7 | 80.8 | |
| HAKEFrame=Base2024.05 | 95 | 59.5 | 51.5 | 70.8 | 76 | |
| CSProm-KGPLM=BERT2024.05 | 157 | 54 | 49.2 | 65.2 | 74.5 | |
| SimKGCPLM=BERT2024.05 | 168 | 52.7 | 52.4 | 67.9 | 74.2 | |
| PKGCPLM=RoBERTa2024.05 | 219 | 48.5 | 39.1 | 56.5 | 62.5 | |
| LLM Emb.Model=text-embedding-3-large, Mode=zero-shot2024.05 | 4,297 | 0.1 | 0 | 0 | 0 | |
| LLM Emb.Model=text-embedding-3-small, Mode=zero-shot2024.05 | 5,581 | 0 | 0 | 0 | 0 |