Combo-level classification on PVminer
82.06Mean PrecisionPV-BERT-base
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PV-BERT-baseFramework=PVminer2026.02 | 82.06 | 0.95 | 73.58 | 0.26 | 77.58 | 0.3 | |
| PV-BERT-largeFramework=PVminer2026.02 | 81.53 | 0.45 | 74.54 | 0.57 | 77.87 | 0.17 | |
| bert-base-uncasedFramework=PVminer2026.02 | 80.74 | 0.36 | 72.63 | 0.92 | 76.47 | 0.52 | |
| dmis-lab/biobert-v1.1Framework=PVminer2026.02 | 79.67 | 0.46 | 70.32 | 1.17 | 74.7 | 0.68 | |
| emilyalsentzer/Bio_ClinicalBERTFramework=PVminer2026.02 | 79.45 | 0.64 | 69.63 | 0.7 | 74.21 | 0.49 | |
| Twitter/twhin-bert-baseFramework=PVminer2026.02 | 79.21 | 0.79 | 73.48 | 0.09 | 76.24 | 0.34 | |
| allenai/scibert-scivocab-uncasedFramework=PVminer2026.02 | 79.16 | 0.32 | 70.55 | 0.69 | 74.61 | 0.5 | |
| bert-large-uncasedFramework=PVminer2026.02 | 78.63 | 1.25 | 72.56 | 3.82 | 75.45 | 2.64 | |
| cambridgeltl/SapBERT-from-PubMedBERT-fulltextFramework=PVminer2026.02 | 78.01 | 0.07 | 69.76 | 0 | 73.66 | 0.03 |