# RTEB(Code, beta) · RTEB Code

> Source: Benchize (https://benchize.com) — https://benchize.com/benchmarks/mteb%3ARTEB(Code%2C%20beta). When citing or reusing this content, credit "Benchize" and link to https://benchize.com/benchmarks/mteb%3ARTEB(Code%2C%20beta).

Retrieval quality in the code domain across algorithmic problems, data science tasks, code evaluation, SQL retrieval, and multilingual code retrieval, 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(Code%2C%20beta)
Last updated: Wed, 21 Oct 2026 18:52:20 GMT

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Retrieval quality in the code domain across algorithmic problems, data science tasks, code evaluation, SQL retrieval, and multilingual code retrieval, 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: 1 · Score publishers: MTEB

## Model results

| # | Model | Score |  |
| --- | --- | --- | --- |
| 1 | [E5-Base-v2](https://benchize.com/models/e5-base-v2.md) | 0.47source score |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `mean_task` \| 0.47010857142857143 \| source_score \| source_published_aggregate \| Higher is better \| ### Configuration zeroShotPct 100 ### Reported statistics experiments Not reported rank 31 scoresByTask {"AppsRetrieval":0.11524,"DS1000Retrieval":0.45512,"FreshStackRetrieval":0.2314,"HumanEvalRetrieval":0.75653,"MBPPRetrieval":0.78127,"SWEbenchCodeRetrieval":0.04264,"WikiSQLRetrieval":0.90856} scoresByTaskType Not reported trainedOnTasks Not reported ### Source [Original source](https://mteb-leaderboard-backend.hf.space/v1/benchmarks/RTEB(Code%2C%20beta)/scores) Source MTEB Original model label intfloat/e5-base-v2 Observed 2026-10-21T16:40:39.687Z Evidence SHA-256 `29eb05480f0fcc4b3214376e3e4731f0599ebdc4a40bc1c8bb7adb84aef9f211` Source locator `/rows/30` |  |  |  |

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Cite as: RTEB(Code, beta) · RTEB Code — Benchize, https://benchize.com/benchmarks/mteb%3ARTEB(Code%2C%20beta) (retrieved 2026-10-21)