Faceted query-by-example on CSFCube Method facet
49.43NDCG+FaBle_Spec +HN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| +FaBle_Spec +HNInitialization=SPECTER-COCITESpec2026.03 | 49.43 | 32.57 | |
| +FaBle_SpecInitialization=SPECTER-COCITESpec2026.03 | 49.14 | 30.9 | |
| SciFACETraining data source=5,891 GPT-labeled real pairs, Citation pre-fine-tuning=None2026.03 | 49.06 | 26.4 | |
| TSASPIREInitialization=SPECTER-COCITESpec2026.03 | 48.2 | 28.86 | |
| OTASPIREInitialization=SPECTER-COCITESpec2026.03 | 46.46 | 27.64 | |
| SPECTER-COCITESpecInitialization=SPECTER-COCITESpec2026.03 | 45.99 | 25.6 | |
| +FaBleInitialization=SPECTER2026.03 | 44.97 | 25.98 | |
| SPECTERInitialization=Standard SPECTER2026.03 | 37.41 | 22.44 |