BaFCo - Coarse Layout Analysis (Zero-shot): leaderboard
BaFCo (2026) is a Bangla form-comprehension benchmark built from 200 multi-page Bangladeshi government forms. Layout analysis over 5 coarse entity types with a zero-shot prompt, scored by mean average precision at IoU 0.3 on a 0 to 100 scale; higher is better.
Metric: Mean average precision at IoU 0.3 (0-100): class-wise average precision of predicted layout boxes, greedily matched to ground truth at IoU 0.3, averaged over the 5 coarse entity classes, x100; 200 Bangladeshi government forms (316 pages) with 16,382 annotated entities; zero-shot prompt; reasoning_effort low or high as labelled; schema-invalid outputs excluded. Source: arxiv.org. Saturation forecast: Around July 2028. 10 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3 Pro (High) | 26.46 | #137 (Gemini 3 Pro) |
| 2 | Gemini 3 Pro (Low) | 25.78 | #137 (Gemini 3 Pro) |
| 3 | GPT-5.2 (Low) | 18 | #176 (GPT-5.2) |
| 4 | GPT-5.2 (High) | 14.34 | #176 (GPT-5.2) |
| 5 | Kimi K2.5 (High) | 13.36 | #256 (Kimi K2.5) |
| 6 | Qwen 3.6 Plus (High) | 5.89 | #222 (Qwen 3.6 Plus) |
| 7 | Claude Opus 4.6 (High) | 4.4 | #102 (Claude Opus 4.6) |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=bafco-coarse-layout-analysis-zero-shot · How It Works · Data refreshed daily, snapshot 2026-11-13.