Model results

MTEB

Choose a shared evaluation protocol to compare model scores. Versions, sources and configurations stay separate.

Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.

Reviewed recommendation and limits

Start with retrieval tasks matching your language and domain. Inspect RTEB held-out subsets alongside public-task results when assessing transfer to unseen data.

Select and report the benchmark edition, retrieval task set, language, split and model settings. Preserve task metrics and aggregation. Keep MTEB English v2 and each RTEB open/private edition separate.. Imported groups below may use different protocols; this review does not certify each run. Public-task scores can reflect training exposure. Private RTEB data limits independent reproduction, and its launch report flags QA-derived keyword overlap. Imported English v2 results do not represent RTEB or complete RAG answer quality.

Publisher results MTEB task selection RTEB design and limitations MTEB research and attribution

Evaluation groups

Open a group to see its exact protocol and scores. Different configurations remain separate.

No model rankings are available in this snapshot. Reported results remain available below.

Other reported results

These reports have no model ranking. Open a group for its evidence and the reason positions are withheld.

MTEB English retrievalv2
MTEB
4 models with scores · Positions withheld
Measurement date not reported
Scope · MTEB English v2; mean nDCG@10 across 10/10 retrieval tasks: ArguAna, ClimateFEVERHardNegatives, CQAD…
MTEB English v2; mean nDCG@10 across 10/10 retrieval tasks: ArguAna, ClimateFEVERHardNegatives, CQADupstackGamingRetrieval, CQADupstackUnixRetrieval, FEVERHardNegatives, FiQA2018, HotpotQAHardNegatives, SCIDOCS, Touche2020Retrieval.v3, TRECCOVID; source-reported training overlap: FEVERHardNegatives, HotpotQAHardNegatives; experiment configuration: not supplied; result date not supplied
MTEB English retrievalv2
MTEB
11 models with scores · Positions withheld
Measurement date not reported
Scope · MTEB English v2; mean nDCG@10 across 10/10 retrieval tasks: ArguAna, ClimateFEVERHardNegatives, CQAD…
MTEB English v2; mean nDCG@10 across 10/10 retrieval tasks: ArguAna, ClimateFEVERHardNegatives, CQADupstackGamingRetrieval, CQADupstackUnixRetrieval, FEVERHardNegatives, FiQA2018, HotpotQAHardNegatives, SCIDOCS, Touche2020Retrieval.v3, TRECCOVID; source-reported training overlap: none reported (not independently verified); experiment configuration: not supplied; result date not supplied