Faceted query-by-example on CSFCube Background facet
71.04NDCGOTASPIRE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OTASPIREInitialization=SPECTER-COCITESpec2026.03 | 71.04 | 50.56 | |
| SciFACETraining data source=5,891 GPT-labeled real pairs, Citation pre-fine-tuning=None2026.03 | 70.63 | 52.16 | |
| TSASPIREInitialization=SPECTER-COCITESpec2026.03 | 70.22 | 49.58 | |
| +FaBle_SpecInitialization=SPECTER-COCITESpec2026.03 | 70.09 | 45.93 | |
| SPECTER-COCITESpecInitialization=SPECTER-COCITESpec2026.03 | 70.03 | 49.99 | |
| +FaBle_Spec +HNInitialization=SPECTER-COCITESpec2026.03 | 69.48 | 46.03 | |
| +FaBleInitialization=SPECTER2026.03 | 67.38 | 42.66 | |
| SPECTERInitialization=Standard SPECTER2026.03 | 66.7 | 43.95 |