CFMME - Table Recognition: leaderboard

Metric: Table recognition TEDS (%, tree-edit-distance similarity of the predicted table structure and content) on CFMME (6,052 Chinese financial multimodal instances over eight financial image types), zero-shot, mean of three runs, the non-reasoning model of each family; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 9 models tracked.

Top models

#ModelScore
1Qwen 3 VL 235B A22B Instruct78.92
2GLM-4.5V (Non-reasoning)71.89
3Qwen 3 VL 8B Instruct71.35
4ERNIE 4.5 VL 28B A3B57.49
5GPT-4o57.11
6Llama 3.2 11B Instruct28.92

Interactive version: theaggregate.ai/benchmark?slug=cfmme-table-recognition · How It Works · Data refreshed daily, snapshot 2026-10-07.