IndicContextEval - Named Entity Error Rate: leaderboard
Metric: Named entity error rate (%): share of reference named entities missing or wrongly transcribed, with only the target language given (L1); 56 hours of natural read and extempore speech from 555 speakers in 8 Indian languages (Hindi, Bengali, Telugu, Marathi, Gujarati, Malayalam, Odia, Urdu) and 23 professional domains, native-script output; lower is better. Source: arxiv.org. Saturation forecast: Around December 2026. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 25.85 |
| 2 | Gemma 3n E4B | 35.5 |
Interactive version: theaggregate.ai/benchmark?slug=indiccontexteval-named-entity-error-rate · How It Works · Data refreshed daily, snapshot 2026-09-29.