IndicDB (Zero-Shot without Evidence) - Marathi: leaderboard
Metric: Execution accuracy (%) of generated SQL on the Marathi variant of the IndicDB Text-to-SQL tasks (20 databases built from Indian government open data, join depth up to six), zero-shot prompting without the external evidence; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | DeepSeek V3.2 | 56.66 |
| 2 | MiniMax-M2.7 | 52 |
| 3 | Llama 3.3 70B Instruct | 42.2 |
| 4 | Qwen 3 8B | 36.4 |
Interactive version: theaggregate.ai/benchmark?slug=indicdb-zero-shot-without-evidence-marathi · How It Works · Data refreshed daily, snapshot 2026-10-07.