OpenCodePapers

representation-learning-on-mteb-english-v2

Representation Learning
Dataset Link
Results over time
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Leaderboard
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PaperCodeMTEB ScoreModelNameReleaseDate
MTEB Leaderboard✓ Link75.9700QZhou-Embedding2025-08-29
MTEB Leaderboard✓ Link75.2300Qwen3-Embedding-8B2025-06-05
MTEB Leaderboard✓ Link74.7500Jasper-Token-Compression-600M2025-11-18
MTEB Leaderboard✓ Link74.6100Qwen3-Embedding-4B2025-06-05
MTEB Leaderboard74.1200LGAI-Embedding-Preview2025-06-09
MTEB Leaderboard✓ Link73.6700F2LLM-4B2025-10-02
MTEB Leaderboard73.3000gemini-embedding-0012025-03-10
MTEB Leaderboard✓ Link73.0800F2LLM-v2-14B2026-03-19
MTEB Leaderboard✓ Link72.8600F2LLM-v2-8B2026-03-19
MTEB Leaderboard✓ Link72.4100F2LLM-v2-4B2026-03-19
MTEB Leaderboard✓ Link72.0100F2LLM-1.7B2025-10-02
MTEB Leaderboard✓ Link71.7800jina-embeddings-v5-text-small2026-02-17
jina-embeddings-v5-omni: Text-Geometry-Preserving Multimodal Embeddings via Frozen-Tower Composition✓ Link71.7800jina-embeddings-v5-omni-small2026-05-08
MTEB Leaderboard✓ Link71.6300F2LLM-v2-1.7B2026-03-19
MTEB Leaderboard✓ Link71.4100jasper_en_vision_language_v12024-12-26
MTEB Leaderboard✓ Link71.2900KaLM-embedding-multilingual-mini-instruct-v2.52025-06-26
MTEB Leaderboard✓ Link70.7200gte-Qwen2-7B-instruct2023-08-07
MTEB Leaderboard✓ Link70.4700Qwen3-Embedding-0.6B2025-06-05
MTEB Leaderboard70.1200ICT-TIME-and-Querit-embedding-v12026-02-05
MTEB Leaderboard✓ Link70.0300F2LLM-0.6B2025-10-02
MTEB Leaderboard✓ Link69.9700F2LLM-v2-0.6B2026-03-19
MTEB Leaderboard69.8100NV-Embed-v22024-05-27
MTEB Leaderboard69.8000Linq-Embed-Mistral2024-05-29
MTEB Leaderboard✓ Link69.6700embeddinggemma-300m2025-09-24
MTEB Leaderboard✓ Link69.4300stella_en_1.5B_v52024-12-26
MTEB Leaderboard✓ Link69.3900stella_en_400M_v52024-12-26
MTEB Leaderboard69.3100SFR-Embedding-Mistral2024-01-24
MTEB Leaderboard✓ Link68.8600F2LLM-v2-330M2026-03-19
MTEB Leaderboard68.3200NV-Embed-v12024-05-27
MTEB Leaderboard✓ Link67.9700e5-mistral-7b-instruct2023-12-31
MTEB Leaderboard✓ Link67.2000gte-Qwen2-1.5B-instruct2023-08-07
MTEB Leaderboard✓ Link67.0700GritLM-7B2024-02-15
MTEB Leaderboard✓ Link66.4000UAE-Large-V12023-09-22
MTEB Leaderboard66.2600mxbai-embed-large-v12024-03-07
MTEB Leaderboard✓ Link66.2500GIST-large-Embedding-v02024-02-26
MTEB Leaderboard✓ Link66.1600GritLM-8x7B2024-02-15
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