OmniSch - Graph IoU: leaderboard
Metric: Graph IoU (x100): intersection over union of the predicted and ground-truth edge sets (symbol-pin membership and pin-pin connectivity edges) on the industrial-EDA (Real) schematics of the OmniSch held-out test split, the model converting each PCB schematic image into a spatially weighted netlist graph with one zero-shot prompt, predicted and reference nodes aligned by maximum-weight bipartite matching; higher is better. Source: arxiv.org. Saturation forecast: Around 2029. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 17.71 |
| 2 | GPT-5.2 | 15.46 |
| 3 | Claude Sonnet 4.6 | 12.41 |
| 4 | Qwen 3.5 122B A10B | 11.79 |
| 5 | Ministral 3 14B | 8.25 |
| 6 | GPT-5 Mini | 7.04 |
| 7 | Llama 4 Maverick | 4.75 |
| 8 | Qwen 3 VL 8B Instruct | 0.23 |
Interactive version: theaggregate.ai/benchmark?slug=omnisch-graph-iou · How It Works · Data refreshed daily, snapshot 2026-10-07.