ExChart-Bench - Pie Charts: leaderboard

Metric: Adaptive MAPE (%; 3,055 values in 700 charts, per-value error relative to the chart's largest absolute value, capped at 100; unparsable or misshapen tables count 100). Source: arxiv.org. Saturation forecast: Estimated already saturated. 12 models tracked.

Top models

#ModelScore
1GPT-4.14.59
2GLM-4.5V9.24
3Qwen 2.5 VL 72B Instruct10.45
4GPT-4o11.35
5Gemini 2.5 Flash11.58
6Qwen 2.5 VL 32B Instruct11.76
7Qwen 2.5 VL 7B Instruct14.64

Interactive version: theaggregate.ai/benchmark?slug=exchart-bench-pie-charts · How It Works · Data refreshed daily, snapshot 2026-09-25.