Retrieval on LitSearch
0.326nDCG@1Search-R3-Small
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Search-R3-Smallreasoning=true2025.10 | 0.326 | 0.453 | 0.496 | 0.323 | 0.59 | 0.793 | |
| Instructor-XLreasoning=false2025.10 | 0.319 | 0.444 | 0.487 | 0.316 | 0.578 | 0.788 | |
| Search-R3-Smallreasoning=false2025.10 | 0.303 | 0.417 | 0.464 | 0.302 | 0.547 | 0.765 | |
| BGE-M3reasoning=false2025.10 | 0.297 | 0.427 | 0.471 | 0.294 | 0.577 | 0.789 | |
| GTR-T5-XLreasoning=false2025.10 | 0.245 | 0.354 | 0.397 | 0.243 | 0.477 | 0.689 | |
| Sentence-T5-XLreasoning=false2025.10 | 0.235 | 0.355 | 0.403 | 0.234 | 0.492 | 0.725 |