Mixed-hop Prediction on WordNet (test)
89.2Precision (Random Negatives)all-mpnet-base-v2
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| all-mpnet-base-v2Protocol=HIT2024.01 | 89.2 | 91 | 90 | 86.9 | 85.8 | 86.3 | |
| all-MiniLM-L12-v2Protocol=HIT2024.01 | 87.5 | 89.5 | 88.5 | 88.6 | 85.7 | 87.1 | |
| all-MiniLM-L6-v2Protocol=HIT2024.01 | 83.5 | 87.7 | 85.6 | 88.2 | 84.3 | 86.2 | |
| all-mpnet-base-v2Protocol=fine-tuned2024.01 | 82.8 | 53.6 | 65.1 | 72.3 | 62.2 | 66.9 | |
| all-MiniLM-L12-v2Protocol=fine-tuned2024.01 | 79.4 | 51.7 | 62.7 | 85.9 | 51.5 | 64.4 | |
| all-MiniLM-L6-v2Protocol=fine-tuned2024.01 | 74.7 | 57.5 | 65 | 76.9 | 57.8 | 66 | |
| all-mpnet-base-v2Protocol=pre-trained2024.01 | 28.7 | 43.9 | 34.7 | 19.7 | 34.4 | 25 | |
| all-MiniLM-L6-v2Protocol=pre-trained2024.01 | 16 | 43.8 | 23.5 | 13.1 | 50.4 | 20.8 | |
| all-MiniLM-L12-v2Protocol=pre-trained2024.01 | 12.7 | 58.3 | 20.9 | 11.1 | 62.5 | 18.8 |