| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MTEB Multilingual v2 | Qwen-3-Embedding-8B | nDCG@1070.9 | 40 | 2mo ago | |
| NeuCLIR RetrievalHardNegatives Chinese and Russian 2023 | embeddinggemma-300m | nDCG@2052 | 12 | 1mo ago | |
| WSDM Cup 2026 (dev) | RUN5 (Fusion RUN2 & RUN4) | nDCG@2055.9 | 10 | 5mo ago | |
| WSDM Cup 2026 (test) | Low-Cost Multi-Stage Retrieval Pipeline | nDCG@200.403 | 9 | 5mo ago | |
| Mr. TyDi 1.0 (test) | mContriever + Mr. Tydi | MRR@100 (ar)72.4 | 8 | 5mo ago | |
| mMARCO (held-out) | Mean nDCG@1029.3981 | 3 | 1mo ago |
