EpiCurveBench - Minimal Reasoning: leaderboard

Metric: EpiCurveSimilarity, ECS (%): edit distance with real penalty between each extracted and ground-truth series (gap penalty 1, value differences normalized by the y-axis range and counted fully above 1%), scaled to 0-100 and averaged over matched series per chart (0 for a missed series), then over the 1,000 real-world epidemic curve images; the model returns the chart data as a TSV from one generic extraction prompt; at minimal reasoning effort; higher is better. Source: arxiv.org. Saturation forecast: Around September 2027. 4 models tracked.

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