ChartREG++ - Point Grounding (ChartMimic Charts): leaderboard
Metric: Macro F1 (%; predicted points matched one-to-one to the referred chart elements by Hungarian matching, a point matching when it falls inside the element's mask or within 5 px of it; ChartMimic half of ChartREG++; zero-shot, greedy). Source: arxiv.org. Saturation forecast: Around July 2027. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro | 37 |
| 2 | GPT-5.2 | 30.5 |
| 3 | Qwen 3 VL 8B | 10.3 |
Interactive version: theaggregate.ai/benchmark?slug=chartreg-plus-plus-point-grounding-chartmimic-charts · How It Works · Data refreshed daily, snapshot 2026-09-26.