Information Retrieval on SCIDOCS (MAP@100, MRR@10, NDCG@10)
18.3NDCG@10MiniLM_ALL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MiniLM_ALLArchitecture=Bi-Encoder, Zero-shot=true2026.02 | 18.3 | 12.8 | 31.5 | |
| DRAMA-MiniLM_HoulsbyArchitecture=Bi-Encoder, Zero-shot=true, Adapter Type=Houlsby2026.02 | 18 | 12.5 | 31.2 | |
| MiniLM_RNDArchitecture=Bi-Encoder, Zero-shot=true2026.02 | 17.8 | 12.3 | 30.8 | |
| BM25Architecture=Bi-Encoder, Zero-shot=true2026.02 | 15.8 | 10.8 | 27.7 | |
| BiCA-baseSize=0.1B2026.04 | 0.231 | — | — | |
| BioHiCL-largeSize=0.3B2026.04 | 0.228 | — | — | |
| BioHiCL-baseSize=0.1B2026.04 | 0.225 | — | — | |
| bge-base-en-v1.5Size=0.1B2026.04 | 0.215 | — | — | |
| BiCA-smallSize=0.03B2026.04 | 0.214 | — | — | |
| bge-large-en-v1.5Size=0.3B2026.04 | 0.209 | — | — | |
| e5-large-v2Size=0.3B2026.04 | 0.201 | — | — | |
| BMRetriever-1BSize=1B2026.04 | 0.18 | — | — | |
| BMRetriever-410MSize=0.4B2026.04 | 0.167 | — | — | |
| ContrieverSize=0.1B2026.04 | 0.165 | — | — | |
| SGPT-1.3BSize=1.3B2026.04 | 0.162 | — | — | |
| gtr-t5-xlSize=1.2B2026.04 | 0.159 | — | — | |
| SpladeV3Size=0.3B2026.04 | 0.158 | — | — | |
| MedCPT-QuerySize=0.1B2026.04 | 0.123 | — | — | |
| BiomedBERTSize=0.1B2026.04 | 0.021 | — | — |