| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| XQuAD | Ours | Completion@1078.82 | 80 | 1mo ago | |
| Belebele | embeddinggemma-300m + SHIFT | nDCG@200.926 | 45 | 1mo ago | |
| MultiEup v2 | gte-Qwen2-1.5B-instruct + SHIFT | nDCG@2051.9 | 12 | 1mo ago | |
| MLQA | embeddinggemma-300m + SHIFT | nDCG@200.671 | 12 | 1mo ago | |
| MTEB-DE 4 subsets (test) | DRAMA1B | nDCG@1056.2 | 11 | 5mo ago | |
| MTEB-ZH 8 subsets (test) | mGTE-Dense | nDCG@100.72 | 11 | 5mo ago | |
| MTEB-FR 5 subsets (test) | DRAMA1B | nDCG@1057.6 | 11 | 5mo ago | |
| MIRACL zero-shot | STORM64 | nDCG@10 (ar)57.4 | 8 | 1mo ago | |
| MLIR Benchmarks zero-shot | Qwen3-Embedding-8B (Teacher) | Belebele Score96.29 | 8 | 1mo ago | |
| mMARCO small (dev) | mColBERT | MRR@10 (Spanish)30.1 | 6 | 3mo ago | |
| NeuCLIRBench | PLAID 1bit | nDCG@2039.6 | 4 | 1mo ago | |
| Belebele | LangSAE Editing | Arabic nDCG@200.681 | 4 | 5mo ago | |
| TREC NeuCLIR 2023 (test) | Qwen3 Embedding | nDCG@2043 | 3 | 5mo ago |
