Title-abstract matching on Patent dataset Title-Abstract
0.994AUC-ROCTechToken BERT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TechToken BERTSelection Strategy=Best across mean-pool and CLS embedding2026.05 | 0.994 | 0.903 | |
| PatentSBERTaSelection Strategy=Best across mean-pool and CLS embedding2026.05 | 0.985 | 0.912 | |
| LLaMA PatentsSelection Strategy=Best across mean-pool and CLS embedding2026.05 | 0.973 | 0.766 | |
| PaecterSelection Strategy=Best across mean-pool and CLS embedding2026.05 | 0.944 | 0.896 | |
| BERT4PatentsSelection Strategy=Best across mean-pool and CLS embedding2026.05 | 0.92 | 0.799 | |
| BERT4Patents FTSelection Strategy=Best across mean-pool and CLS embedding2026.05 | 0.832 | 0.427 |