BaFCo - Key Information Extraction (NES): leaderboard

Metric: Normalized edit similarity between extracted and gold values, one minus normalized Levenshtein distance (%; value extraction from Bangla government forms: given each key, return its value from the form image, formulated as visual question answering; 1,926 key-value pairs on 186 pages, Bangla subset; zero-shot prompt). Source: arxiv.org. Saturation forecast: Around December 2026. 5 models tracked.

Top models

#ModelScore
1Gemini 3 Pro86.6
2Qwen 3.6 Plus80.4
3GPT-5.279.6
4Claude Opus 4.670.4
5Kimi K2.570

Interactive version: theaggregate.ai/benchmark?slug=bafco-key-information-extraction-nes · How It Works · Data refreshed daily, snapshot 2026-09-29.