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classification benchmark

MTEB(eng, v2) Classification Leaderboard

Direct model-level leaderboard results from MTEB.

Updated Aug 18, 2026

Models100
Model coverage253
MetricOfficial leaderboard task-type mean
EvidenceA

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MTEB(eng, v2) Classification Ranking

Higher official leaderboard task-type mean ranks better on this benchmark.

30 of 100 rows
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Rank
Model
Official leaderboard task-type mean
Percentile
Participants
Evidence
Evaluated
Rank01ModelTEConan-embedding-v2TencentbacOfficial leaderboard task-type mean92.2%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank02ModelJCingot-8b-r3JcornersOfficial leaderboard task-type mean92.1%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank03ModelVOvoyage-3-m-expVoyageaiOfficial leaderboard task-type mean90.8%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank04ModelKLQZhou-EmbeddingKingsoft LlmOfficial leaderboard task-type mean90.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank05ModelINJasper-Token-Compression-600MInfgradOfficial leaderboard task-type mean90.3%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank06ModelANLGAI-Embedding-PreviewAnnamodelsOfficial leaderboard task-type mean89.3%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank07ModelSASFR-Embedding-2_RSalesforceOfficial leaderboard task-type mean89.3%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank08ModelNOjasper_en_vision_language_v1NovasearchOfficial leaderboard task-type mean89.2%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank09ModelBAbge-en-iclBaaiOfficial leaderboard task-type mean89.2%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank10ModelACQwen3-Embedding-8BAlibaba Cloud / Qwen TeamOfficial leaderboard task-type mean89.0%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank11ModelGOGemini Embedding 001GoogleOfficial leaderboard task-type mean88.9%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank12ModelCAF2LLM-v2-14BCodefuse AiOfficial leaderboard task-type mean88.9%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank13ModelCAF2LLM-v2-8BCodefuse AiOfficial leaderboard task-type mean88.8%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank14ModelBYSeed1.6-embeddingByteDanceOfficial leaderboard task-type mean88.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank15ModelKINano-Em1-0.6B-v2.1KitefishaiOfficial leaderboard task-type mean88.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank16ModelYILENS-d8000YibinleiOfficial leaderboard task-type mean88.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank17ModelNOstella_en_1.5B_v5NovasearchOfficial leaderboard task-type mean88.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank18ModelSESeed1.5-EmbeddingOfficial leaderboard task-type mean88.6%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank19ModelCAF2LLM-v2-1.7BCodefuse AiOfficial leaderboard task-type mean88.6%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank20ModelKEKaLM-embedding-multilingual-mini-instruct-v2.5Kalm EmbeddingOfficial leaderboard task-type mean88.6%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank21ModelYILENS-d4000YibinleiOfficial leaderboard task-type mean88.5%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank22ModelACQwen3-Embedding-4BAlibaba Cloud / Qwen TeamOfficial leaderboard task-type mean88.4%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank23ModelASGiga-Embeddings-instructAi SageOfficial leaderboard task-type mean88.4%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank24ModelCAF2LLM-v2-4BCodefuse AiOfficial leaderboard task-type mean88.4%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank25ModelNVNV-Embed-v2NVIDIAOfficial leaderboard task-type mean87.9%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank26ModelCAF2LLM-v2-0.6BCodefuse AiOfficial leaderboard task-type mean87.9%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank27ModelJIjina-embeddings-v5-omni-smallJinaaiOfficial leaderboard task-type mean87.9%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank28ModelJIjina-embeddings-v5-text-smallJinaaiOfficial leaderboard task-type mean87.9%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank29ModelCAF2LLM-4BCodefuse AiOfficial leaderboard task-type mean87.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank30ModelNOstella_en_400M_v5NovasearchOfficial leaderboard task-type mean87.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank31ModelHTKaLM-embedding-multilingual-mini-instruct-v2Hit TmgOfficial leaderboard task-type mean87.5%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank32ModelGOembeddinggemma-300mGoogleOfficial leaderboard task-type mean87.4%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank33ModelJIjina-embeddings-v5-omni-nanoJinaaiOfficial leaderboard task-type mean87.4%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank34ModelJIjina-embeddings-v5-text-nanoJinaaiOfficial leaderboard task-type mean87.4%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank35ModelBAbge-multilingual-gemma2BaaiOfficial leaderboard task-type mean87.4%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank36ModelANgte-Qwen2-7B-instructAlibaba NlpOfficial leaderboard task-type mean87.2%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank37ModelCAF2LLM-1.7BCodefuse AiOfficial leaderboard task-type mean87.1%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank38ModelCAF2LLM-v2-330MCodefuse AiOfficial leaderboard task-type mean86.9%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank39ModelGOtext-embedding-004GoogleOfficial leaderboard task-type mean86.8%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank40ModelGOtext-embedding-005GoogleOfficial leaderboard task-type mean86.8%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank41ModelANgte-Qwen2-1.5B-instructAlibaba NlpOfficial leaderboard task-type mean86.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank42ModelITICT-TIME-and-Querit-embedding-v1Ict Time And QueritOfficial leaderboard task-type mean86.6%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank43ModelITBOOM_4B_v1Ict Time And QueritOfficial leaderboard task-type mean86.5%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank44ModelVOvoyage-large-2-instructVoyageaiOfficial leaderboard task-type mean86.5%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank45ModelTATarka-Embedding-350M-V1Tarka AirOfficial leaderboard task-type mean86.2%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank46ModelGRGeoEmbeddingGeogpt Research ProjectOfficial leaderboard task-type mean86.1%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank47ModelCAF2LLM-0.6BCodefuse AiOfficial leaderboard task-type mean86.0%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank48ModelLALinq-Embed-MistralLinq Ai ResearchOfficial leaderboard task-type mean85.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank49ModelANgme-Qwen2-VL-7B-InstructAlibaba NlpOfficial leaderboard task-type mean85.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank50ModelGOtext-multilingual-embedding-002GoogleOfficial leaderboard task-type mean85.6%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank51ModelNVNV-Embed-v1NVIDIAOfficial leaderboard task-type mean85.6%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank52ModelSTgtr-t5-largeSentence TransformersOfficial leaderboard task-type mean85.3%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank53ModelSTsentence-t5-baseSentence TransformersOfficial leaderboard task-type mean85.2%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank54ModelAVNoInstruct-small-Embedding-v0AvsolatorioOfficial leaderboard task-type mean85.1%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank55ModelSTsentence-t5-largeSentence TransformersOfficial leaderboard task-type mean85.0%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank56ModelZAZeta-Alpha-E5-MistralZeta Alpha AiOfficial leaderboard task-type mean84.8%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank57ModelINmultilingual-e5-largeIntfloatOfficial leaderboard task-type mean84.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank58ModelANgte-Qwen1.5-7B-instructAlibaba NlpOfficial leaderboard task-type mean84.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank59ModelCAF2LLM-v2-160MCodefuse AiOfficial leaderboard task-type mean84.6%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank60ModelHTKaLM-embedding-multilingual-mini-instruct-v1.5Hit TmgOfficial leaderboard task-type mean84.6%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank61ModelSASFR-Embedding-MistralSalesforceOfficial leaderboard task-type mean84.5%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank62ModelACQwen3-Embedding-0.6BAlibaba Cloud / Qwen TeamOfficial leaderboard task-type mean84.5%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank63ModelJIjina-embeddings-v2-small-enJinaaiOfficial leaderboard task-type mean84.4%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank64ModelJXcde-small-v2JxmOfficial leaderboard task-type mean84.3%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank65ModelGRGritLM-7BGritlmOfficial leaderboard task-type mean84.3%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank66ModelANgte-multilingual-baseAlibaba NlpOfficial leaderboard task-type mean84.3%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank67ModelMNLLM2Vec-Llama-2-7b-chat-hf-mntp-supervisedMcgill NlpOfficial leaderboard task-type mean84.2%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank68ModelBIBidirLM-Omni-2.5B-EmbeddingBidirlmOfficial leaderboard task-type mean84.2%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank69ModelINe5-mistral-7b-instructIntfloatOfficial leaderboard task-type mean84.1%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank70ModelJIjina-embeddings-v3JinaaiOfficial leaderboard task-type mean84.0%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank71ModelJXcde-small-v1JxmOfficial leaderboard task-type mean84.0%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank72ModelTATarka-Embedding-150M-V1Tarka AirOfficial leaderboard task-type mean84.0%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank73ModelMNLLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervisedMcgill NlpOfficial leaderboard task-type mean84.0%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank74ModelMNLLM2Vec-Mistral-7B-Instruct-v2-mntp-supervisedMcgill NlpOfficial leaderboard task-type mean83.9%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank75ModelLLember-v1LlmrailsOfficial leaderboard task-type mean83.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank76ModelKINano-Em1-0.6B-v2KitefishaiOfficial leaderboard task-type mean83.5%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank77ModelHTKaLM-embedding-multilingual-mini-instruct-v1Hit TmgOfficial leaderboard task-type mean83.5%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank78ModelANgte-base-en-v1.5Alibaba NlpOfficial leaderboard task-type mean83.3%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank79ModelANgte-modernbert-baseAlibaba NlpOfficial leaderboard task-type mean83.3%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank80ModelBAbge-large-enBaaiOfficial leaderboard task-type mean83.3%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank81ModelWHUAE-Large-V1WhereisaiOfficial leaderboard task-type mean83.2%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank82ModelIZudever-bloom-1b1IzhxOfficial leaderboard task-type mean83.2%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank83ModelIEYuan-embedding-2.0-enIeityuanOfficial leaderboard task-type mean83.2%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank84ModelMAmxbai-embed-large-v1Mixedbread AiOfficial leaderboard task-type mean83.1%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank85ModelCAF2LLM-v2-80MCodefuse AiOfficial leaderboard task-type mean83.1%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank86ModelSTall-mpnet-base-v2Sentence TransformersOfficial leaderboard task-type mean83.0%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank87ModelJIjina-embedding-b-en-v1JinaaiOfficial leaderboard task-type mean83.0%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank88ModelW6b1ade-embedW601SxsOfficial leaderboard task-type mean83.0%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank89ModelINstella-base-en-v2InfgradOfficial leaderboard task-type mean82.9%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank90ModelANgme-Qwen2-VL-2B-InstructAlibaba NlpOfficial leaderboard task-type mean82.9%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank91ModelAVGIST-large-Embedding-v0AvsolatorioOfficial leaderboard task-type mean82.8%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank92ModelCOCohere-embed-english-v3.0CohereOfficial leaderboard task-type mean82.8%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank93ModelBAbge-large-en-v1.5BaaiOfficial leaderboard task-type mean82.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank94ModelCOCohere-embed-multilingual-v3.0CohereOfficial leaderboard task-type mean82.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank95ModelBAbge-base-enBaaiOfficial leaderboard task-type mean82.7%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank96ModelGRGritLM-8x7BGritlmOfficial leaderboard task-type mean82.6%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank97ModelSDmmlw-e5-largeSdadasOfficial leaderboard task-type mean82.6%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank98ModelSTall-MiniLM-L12-v2Sentence TransformersOfficial leaderboard task-type mean82.5%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank99ModelSDmmlw-roberta-largeSdadasOfficial leaderboard task-type mean82.4%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026
Rank100ModelBRslx-v0.1BrahmairesearchOfficial leaderboard task-type mean82.4%PercentileN/AParticipants253EvidenceAEvaluatedAug 18, 2026

MTEB(eng, v2) Classification Highlights

The leading models and scores on this benchmark.

Rank #1Conan-embedding-v292.2%Rank #2ingot-8b-r392.1%Rank #3voyage-3-m-exp90.8%Rank #4QZhou-Embedding90.7%

MTEB(eng, v2) Classification Score Distribution

A closer view of the leading scores on this benchmark.

MTEB(eng, v2) Classification

The Top AI Models for MTEB(eng, v2) Classification

The first five results on this benchmark, with official price and output speed added where the model identity can be matched.

Ranking basisThis mteb(eng, v2) classification AI model leaderboard uses descending official leaderboard task-type mean in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    TE
    Conan-embedding-v2Tencentbac
    Official leaderboard task-type mean
    92.2%

    Strengths

    • Ranks #1 of 253 compared models
    • A evidence result

    Considerations

    • This result measures MTEB(eng, v2) Classification, not total model capability
  2. 02
    JC
    ingot-8b-r3Jcorners
    Official leaderboard task-type mean
    92.1%

    Strengths

    • Ranks #2 of 253 compared models
    • A evidence result

    Considerations

    • This result measures MTEB(eng, v2) Classification, not total model capability
  3. 03
    VO
    voyage-3-m-expVoyageai
    Official leaderboard task-type mean
    90.8%

    Strengths

    • Ranks #3 of 253 compared models
    • A evidence result

    Considerations

    • This result measures MTEB(eng, v2) Classification, not total model capability
  4. 04
    KL
    QZhou-EmbeddingKingsoft Llm
    Official leaderboard task-type mean
    90.7%

    Strengths

    • Ranks #4 of 253 compared models
    • A evidence result

    Considerations

    • This result measures MTEB(eng, v2) Classification, not total model capability
  5. 05
    IN
    Jasper-Token-Compression-600MInfgrad
    Official leaderboard task-type mean
    90.3%

    Strengths

    • Ranks #5 of 253 compared models
    • A evidence result

    Considerations

    • This result measures MTEB(eng, v2) Classification, not total model capability

Selection summary

Best AI Models for MTEB(eng, v2) Classification

Conan-embedding-v2 currently leads MTEB(eng, v2) Classification with 92.2%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.

Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.

Benchmark rank #1Conan-embedding-v292.2%Benchmark rank #2ingot-8b-r392.1%Benchmark rank #3voyage-3-m-exp90.8%

What is MTEB(eng, v2) Classification?

What MTEB(eng, v2) Classification measures and how its scores work.

Direct model-level leaderboard results from MTEB.

Scores are shown in ratio. This benchmark is verified and has an evidence level of A.

Family
MTEB(eng, v2):classification
Modality
multimodal
Primary category
classification
Score direction
higher
LLMBoard eligible
Yes
Evaluation key
mteb-mteb-eng-v2-classification|mteb|current

Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about MTEB(eng, v2) Classification.

Which model scores highest on MTEB(eng, v2) Classification?

Conan-embedding-v2 is currently ranked first with 92.2%.

What does MTEB(eng, v2) Classification measure?

Direct model-level leaderboard results from MTEB.

Is a higher official leaderboard task-type mean better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

100 model results are currently shown.

Does this benchmark affect the overall score?

Yes. This benchmark can contribute to the current LLMBoard capability score.