# RTEB(fin, beta) · RTEB Finance > Source: Benchize (https://benchize.com) — https://benchize.com/benchmarks/mteb%3ARTEB(fin%2C%20beta). When citing or reusing this content, credit "Benchize" and link to https://benchize.com/benchmarks/mteb%3ARTEB(fin%2C%20beta). Retrieval quality in the financial domain across finance benchmarks, Q&A, financial document retrieval, and corporate governance, with tasks representative of real-world production retrieval demands. A domain-specific subset of RTEB. Includes both open and closed datasets; to submit results on private tasks, please [open an issue](https://github.com/embeddings-benchmark/mteb/issues).Note: We have temporarily removed the 'Private' column to read more about this decision out the [announcement](https://github.com/embeddings-benchmark/mteb/issues/3934). Canonical URL: https://benchize.com/benchmarks/mteb%3ARTEB(fin%2C%20beta) Last updated: Wed, 21 Oct 2026 18:52:20 GMT Reproduction and quotation must name Benchize, link to the canonical HTML URL, and retain individual source citations. Retrieval quality in the financial domain across finance benchmarks, Q&A, financial document retrieval, and corporate governance, with tasks representative of real-world production retrieval demands. A domain-specific subset of RTEB. Includes both open and closed datasets; to submit results on private tasks, please [open an issue](https://github.com/embeddings-benchmark/mteb/issues).Note: We have temporarily removed the 'Private' column to read more about this decision out the [announcement](https://github.com/embeddings-benchmark/mteb/issues/3934). Embeddings · Models tested: 13 · Score publishers: MTEB ## Model results | # | Model | Score | | | --- | --- | --- | --- | | 1 | [Gemini Embedding 2](https://benchize.com/models/gemini-embedding-2.md) | 0.79source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.78633 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 17 scoresByTask {"FinQARetrieval":0.73891,"FinanceBenchRetrieval":0.90632,"HC3FinanceRetrieval":0.71376} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label google/gemini-embedding-2-preview Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/16` | | | | | 2 | [Gemini Embedding 001](https://benchize.com/models/gemini-embedding-001.md) | 0.78source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.7793266666666666 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 11 scoresByTask {"EnglishFinance1Retrieval":0.73324,"EnglishFinance2Retrieval":0.67396,"EnglishFinance3Retrieval":0.83304,"EnglishFinance4Retrieval":0.57573,"FinQARetrieval":0.64644,"FinanceBenchRetrieval":0.91571,"HC3FinanceRetrieval":0.77583} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label google/gemini-embedding-001 Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/10` | | | | | 3 | [Qwen3 Embedding](https://benchize.com/models/qwen3-embedding.md) | 0.73source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.7269933333333333 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 27 scoresByTask {"EnglishFinance1Retrieval":0.75375,"EnglishFinance2Retrieval":0.64954,"EnglishFinance3Retrieval":0.78063,"EnglishFinance4Retrieval":0.55381,"FinQARetrieval":0.63435,"FinanceBenchRetrieval":0.82751,"HC3FinanceRetrieval":0.71912} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label Qwen/Qwen3-Embedding-8B Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/27` | | | | | 4 | [Text Embedding 3 Large](https://benchize.com/models/text-embedding-3-large.md) | 0.68source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.67753 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct -1 ### Reported statistics experiments Not reported rank 38 scoresByTask {"EnglishFinance1Retrieval":0.70158,"EnglishFinance2Retrieval":0.55235,"EnglishFinance3Retrieval":0.74774,"EnglishFinance4Retrieval":0.52826,"FinQARetrieval":0.53681,"FinanceBenchRetrieval":0.83648,"HC3FinanceRetrieval":0.6593} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label openai/text-embedding-3-large Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/37` | | | | | 5 | [Text Embedding 3 Small](https://benchize.com/models/text-embedding-3-small.md) | 0.61source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.6078466666666666 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct -1 ### Reported statistics experiments Not reported rank 48 scoresByTask {"EnglishFinance1Retrieval":0.67313,"EnglishFinance2Retrieval":0.47823,"EnglishFinance3Retrieval":0.67377,"EnglishFinance4Retrieval":0.4721,"FinQARetrieval":0.47483,"FinanceBenchRetrieval":0.78187,"HC3FinanceRetrieval":0.56684} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label openai/text-embedding-3-small Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/47` | | | | | 6 | [BGE Large EN V1.5](https://benchize.com/models/bge-large-en-v1-5.md) | 0.58source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.5821833333333334 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 49 scoresByTask {"EnglishFinance1Retrieval":0.68399,"EnglishFinance2Retrieval":0.47875,"EnglishFinance3Retrieval":0.69125,"EnglishFinance4Retrieval":0.44377,"FinQARetrieval":0.45744,"FinanceBenchRetrieval":0.69215,"HC3FinanceRetrieval":0.59696} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label BAAI/bge-large-en-v1.5 Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/48` | | | | | 7 | [Bge m3](https://benchize.com/models/bge-m3.md) | 0.58source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.5765600000000001 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 53 scoresByTask {"EnglishFinance1Retrieval":0.72033,"EnglishFinance2Retrieval":0.5808,"EnglishFinance3Retrieval":0.65895,"EnglishFinance4Retrieval":0.43065,"FinQARetrieval":0.55726,"FinanceBenchRetrieval":0.66529,"HC3FinanceRetrieval":0.50713} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label BAAI/bge-m3 Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/52` | | | | | 8 | [All Mpnet Base V2](https://benchize.com/models/all-mpnet-base-v2.md) | 0.56source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.5586333333333333 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 61 scoresByTask {"EnglishFinance1Retrieval":0.55183,"EnglishFinance2Retrieval":0.37233,"EnglishFinance3Retrieval":0.73657,"EnglishFinance4Retrieval":0.46681,"FinQARetrieval":0.37105,"FinanceBenchRetrieval":0.66955,"HC3FinanceRetrieval":0.6353} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label sentence-transformers/all-mpnet-base-v2 Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/60` | | | | | 9 | [BGE Base EN V1.5](https://benchize.com/models/bge-base-en-v1-5.md) | 0.55source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.54734 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 66 scoresByTask {"EnglishFinance1Retrieval":0.68365,"EnglishFinance2Retrieval":0.45984,"EnglishFinance3Retrieval":0.63724,"EnglishFinance4Retrieval":0.43095,"FinQARetrieval":0.44443,"FinanceBenchRetrieval":0.67556,"HC3FinanceRetrieval":0.52203} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label BAAI/bge-base-en-v1.5 Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/65` | | | | | 10 | [E5-Base-v2](https://benchize.com/models/e5-base-v2.md) | 0.54source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.5398666666666666 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 65 scoresByTask {"FinQARetrieval":0.4526,"FinanceBenchRetrieval":0.6834,"HC3FinanceRetrieval":0.4836} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label intfloat/e5-base-v2 Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/64` | | | | | 11 | [all-MiniLM-L6-v2](https://benchize.com/models/all-minilm-l6-v2.md) | 0.44source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.4380833333333333 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 86 scoresByTask {"EnglishFinance1Retrieval":0.60025,"EnglishFinance2Retrieval":0.36262,"EnglishFinance3Retrieval":0.60465,"EnglishFinance4Retrieval":0.40967,"FinQARetrieval":0.36045,"FinanceBenchRetrieval":0.54956,"HC3FinanceRetrieval":0.40424} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label sentence-transformers/all-MiniLM-L6-v2 Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/85` | | | | | 12 | [all-MiniLM-L12-v2](https://benchize.com/models/all-minilm-l12-v2.md) | 0.43source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.43328666666666665 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 85 scoresByTask {"EnglishFinance1Retrieval":0.60086,"EnglishFinance2Retrieval":0.2782,"EnglishFinance3Retrieval":0.61047,"EnglishFinance4Retrieval":0.42822,"FinQARetrieval":0.26899,"FinanceBenchRetrieval":0.57777,"HC3FinanceRetrieval":0.4531} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label sentence-transformers/all-MiniLM-L12-v2 Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/84` | | | | | 13 | [BGE Large ZH V1.5](https://benchize.com/models/bge-large-zh-v1-5.md) | 0.37source score | | | ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.36529000000000006 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 88 scoresByTask {"EnglishFinance1Retrieval":0.55535,"EnglishFinance2Retrieval":0.32096,"EnglishFinance3Retrieval":0.35352,"EnglishFinance4Retrieval":0.31817,"FinQARetrieval":0.30025,"FinanceBenchRetrieval":0.55843,"HC3FinanceRetrieval":0.23719} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(fin%2C%20beta)/scores) Source MTEB Original model label BAAI/bge-large-zh-v1.5 Observed 2026-10-21T16:40:40.217Z Evidence SHA-256 `e372e75484a69b00e1a4f9619cc0d72b27ed359ea6b25f0c413f1c9551e05c7e` Source locator `/rows/87` | | | | --- Cite as: RTEB(fin, beta) · RTEB Finance — Benchize, https://benchize.com/benchmarks/mteb%3ARTEB(fin%2C%20beta) (retrieved 2026-10-21)