EstGraph - Structure Identification (ER): leaderboard
Metric: Accuracy (%; share of Erdos-Renyi test graphs whose generator type the model names from the degree statistics of five random walks; the cells are multiples of 1/15, the evaluated count is not stated). Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | O3 (High) | 93.3 |
| 2 | Gemini 2.5 Pro | 73.3 |
| 3 | DeepSeek V3.1 (Thinking) | 66.67 |
| 4 | Claude Sonnet 4 | 13.3 |
Interactive version: theaggregate.ai/benchmark?slug=estgraph-structure-identification-er · How It Works · Data refreshed daily, snapshot 2026-09-26.