GroundBench - 16 Vertices: leaderboard

Metric: Filled-region IoU (0-100), IoU x 100 (N=16 vertex budget; 1,500 RefCOCO, RefCOCO+ and RefCOCOg image, expression and referent triples (500 each) re-targeted to exact-N polygons; the model returns exactly N integer vertices and the filled polygon is scored by IoU against the canonical target; fixed denominator (an unparseable answer scores 0); first parseable output over one call plus up to two stateless retries). Source: arxiv.org. Saturation forecast: Around December 2026. 4 models tracked.

Top models

#ModelScore
1Gemini 3.5 Flash (High)64.7
2Seed 2.0 Pro46.8
3Kimi K2.7 Code37.3

Interactive version: theaggregate.ai/benchmark?slug=groundbench-16-vertices · How It Works · Data refreshed daily, snapshot 2026-09-26.