# Idiomatic Translation on en-hi

Source: [Idiomatic Translation on en-hi](<https://www.sota2.com/research/sota/idiomatic-translation-on-en-hi>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:46:43.304Z

Evaluation of Idiomatic Translation performance for the English-to-Hindi (EN-HI) language pair, measured using human scoring (1-5 scale).

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Idiomatic Translation |
| Dataset (including any stated split) | en-hi |
| Metric | Human Score (1-5) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Human Score (1-5)](<https://www.sota2.com/research/sota/idiomatic-translation-on-en-hi.md?metric=Human%20Score%20(1-5)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Human Score (1-5) | Result date | Report paper |
| --- | --- | --- | --- |
| IdiomCE | 3.51 | Not recorded | 68fa78d71e209131cea7ab80 |
| IdiomKB | 2.65 | Not recorded | 68fa78d71e209131cea7ab80 |
| Direct | 2.05 | Not recorded | 68fa78d71e209131cea7ab80 |

### IdiomCE

Human Score (1-5): 3.51. Result ID: 6995a6513badfaffe6a3f5de.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d71e209131cea7ab80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78d71e209131cea7ab80.md>)

Recorded evaluation configuration: {"Base Model":"Gemma2-9b-it"}. This record does not assert independent reproduction.

### IdiomKB

Human Score (1-5): 2.65. Result ID: 6995a6513badfaffe6a3f5df.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d71e209131cea7ab80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71ab1e209131cea52711.md>)

Recorded evaluation configuration: {"Base Model":"Gemma2-9b-it"}. This record does not assert independent reproduction.

### Direct

Human Score (1-5): 2.05. Result ID: 6995a6513badfaffe6a3f5e0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78d71e209131cea7ab80.md>)

Recorded evaluation configuration: {"Base Model":"Gemma2-9b-it"}. This record does not assert independent reproduction.

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