KhatianDoc - Symbol Recognition CER: leaderboard
Metric: Character error rate (%; symbol recognition of Ana-Ganda numerals over 95 strings, zero-shot; lower is better). Source: arxiv.org. Saturation forecast: Around April 2028. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 VL 8B Instruct | 76.89 |
| 2 | Qwen 2.5 VL 72B Instruct | 80.91 |
| 3 | Gemma 4 26B A4B (IT) | 84.7 |
| 4 | Llama 4 Scout | 90.91 |
| 5 | Gemini 2.5 Flash Lite | 93.29 |
| 6 | GPT-4o Mini | 96.56 |
Interactive version: theaggregate.ai/benchmark?slug=khatiandoc-symbol-recognition-cer · How It Works · Data refreshed daily, snapshot 2026-09-26.