RTEB

Retrieval Text/Embedding Benchmark leaderboard for embedding models across domain, multilingual, code, legal, finance, healthcare, multimodal, and document-understanding retrieval tasks.

41rows
averageprimary metric
2026-05-06sampled

Metadata

ID
rteb
Category
Retrieval
Release
2025-10-01

Metrics

Average, Legal Average, English Average, Code Average, Healthcare Average, Finance Average, French Average, German Average, Japanese Average, Multimodal Average, Document Understanding Average

Latest Results

Rows are parsed from the public RTEB GitHub result files. Scores are nDCG@10 percentages averaged over RTEB dataset groups; the primary average follows the public Text leaderboard grouping.

Rank Subject Average Model Match Provenance Sampled
1 voyage-code-3 81.02 — Imported 2026-05-06
2 voyage-4-large 79.70 — Imported 2026-05-06
3 Octen-Embedding-8B 79.38 — Imported 2026-05-06
4 voyage-3-large 78.26 — Imported 2026-05-06
5 voyage-4 77.94 — Imported 2026-05-06
6 Octen-Embedding-4B 76.38 — Imported 2026-05-06
7 gemini-embedding-001 75.85 — Imported 2026-05-06
8 voyage-4-lite 75.07 — Imported 2026-05-06
9 voyage-3.5 (int8, 512d) 74.67 — Imported 2026-05-06
10 llama-embed-nemotron-8b 73.37 — Imported 2026-05-06
11 embed-v4.0 (int8, 512d) 72.99 — Imported 2026-05-06
12 embed-v4.0 72.99 — Imported 2026-05-06
13 Qwen3-Embedding-8B 72.43 — Imported 2026-05-06
14 gemini-embedding-2-preview 68.40 — Imported 2026-05-06
15 text-embedding-3-large (3072d) 65.45 — Imported 2026-05-06
16 KaLM-Embedding-Gemma3-12B-2511 64.39 — Imported 2026-05-06
17 voyage-law-2 64.26 — Imported 2026-05-06
18 text-embedding-3-large (512d) 62.88 — Imported 2026-05-06
19 e5-mistral-7b-instruct 62.70 — Imported 2026-05-06
20 GritLM-7B 61.65 — Imported 2026-05-06
21 text-embedding-004 60.36 — Imported 2026-05-06
22 embed-multilingual-v3.0 60.00 — Imported 2026-05-06
23 text-embedding-3-small (1536d) 59.24 — Imported 2026-05-06
24 NV-Embed-v2 57.78 — Imported 2026-05-06
25 text-embedding-3-small (512d) 57.31 — Imported 2026-05-06
26 bge-m3 56.39 — Imported 2026-05-06
27 voyage-3.5 (binary, 256d) 55.93 — Imported 2026-05-06
28 bge-m3-unsupervised 53.95 — Imported 2026-05-06
29 kanon-2-embedder 48.37 — Imported 2026-05-06
30 bge-large-en-v1.5 48.36 — Imported 2026-05-06
31 embed-v4.0 (binary, 256d) 47.87 — Imported 2026-05-06
32 bge-base-en-v1.5 45.39 — Imported 2026-05-06
33 jina-embeddings-v2-base-en 45.22 — Imported 2026-05-06
34 all-mpnet-base-v2 44.11 — Imported 2026-05-06
35 bge-small-en-v1.5 43.07 — Imported 2026-05-06
36 all-MiniLM-L12-v2 41.64 — Imported 2026-05-06
37 multi-qa-MiniLM-L6-cos-v1 40.47 — Imported 2026-05-06
38 jina-embeddings-v2-small-en 40.10 — Imported 2026-05-06
39 all-MiniLM-L6-v2 39.86 — Imported 2026-05-06
40 bge-m3-retromae 30.79 — Imported 2026-05-06
41 LaBSE 30.76 — Imported 2026-05-06