Distributional and Semantic Similarity Evaluation on PubMed
0.03FIDRPSG
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| RPSGModel=GPT-4o-mini2026.04 | 0.03 | 0.72 | 71 | 7 | 13 | 0.46 | 31 | 0.01 | 10 | |
| RPSGModel=GPT-3.52026.04 | 0.04 | 0.85 | 82 | 8 | 15 | 0.21 | 26 | 0.01 | 9 | |
| AUG-PEModel=GPT-4o-mini2026.04 | 0.07 | 0.32 | 97 | 18 | 31 | 0.71 | 47 | 0.01 | 9 | |
| AUG-PEModel=GPT-3.52026.04 | 0.08 | 0.28 | 91 | 13 | 22 | 0.78 | 48 | 0.02 | 9 | |
| RPSGModel=Phi-42026.04 | 0.08 | 0.85 | 70 | 5 | 9 | 0.24 | 27 | 0.03 | 10 | |
| AUG-PEModel=Phi-42026.04 | 0.09 | 0.03 | 87 | 12 | 21 | 3.13 | 83 | 0.01 | 10 | |
| RPSGModel=DeepSeek-R12026.04 | 0.1 | 0.87 | 94 | 5 | 9 | 0.21 | 24 | 0.04 | 10 | |
| AUG-PEModel=DeepSeek-R12026.04 | 0.12 | 0.25 | 99 | 12 | 21 | 0.87 | 57 | 0.09 | 9 |