The MTEB maintainers document their infrastructure for versioning and validating benchmark components, plus a zero-shot score that flags models trained on benchmark tasks.
The scandinavian embedding benchmarks: Comprehensive assessment of multilingual and monolingual text embedding
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Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks
The MTEB maintainers document their infrastructure for versioning and validating benchmark components, plus a zero-shot score that flags models trained on benchmark tasks.