Information Retrieval on DS1000
61.1nDCG@10Search-R3-Large
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Search-R3-LargeReasoning Enabled=true2025.10 | 61.1 | — | — | — | — | — | |
| Search-R3-LargeReasoning Enabled=false2025.10 | 60.8 | — | — | — | — | — | |
| E5-Mistral-7BReasoning Enabled=false2025.10 | 60.6 | — | — | — | — | — | |
| Sentence-T5-XXLReasoning Enabled=false2025.10 | 43.6 | — | — | — | — | — | |
| GTR-T5-XXLReasoning Enabled=false2025.10 | 40.1 | — | — | — | — | — | |
| Search-R3-Smallreasoning=true2025.10 | 0.581 | 0.259 | 0.602 | 0.259 | 0.898 | 0.99 | |
| Search-R3-Smallreasoning=false2025.10 | 0.58 | 0.259 | 0.6 | 0.259 | 0.898 | 0.99 | |
| BGE-M3reasoning=false2025.10 | 0.419 | 0.183 | 0.462 | 0.183 | 0.663 | 0.87 | |
| GTR-T5-XLreasoning=false2025.10 | 0.378 | 0.152 | 0.429 | 0.152 | 0.634 | 0.869 | |
| Sentence-T5-XLreasoning=false2025.10 | 0.365 | 0.15 | 0.414 | 0.15 | 0.598 | 0.832 | |
| Instructor-XLreasoning=false2025.10 | 0.344 | 0.134 | 0.4 | 0.134 | 0.587 | 0.846 |