EstGraph - Structure Identification (BA): leaderboard
Metric: Accuracy (%; share of Barabasi-Albert 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 | Claude Sonnet 4 | 100 |
| 2 | O3 (High) | 93.3 |
| 3 | DeepSeek V3.1 (Thinking) | 80 |
| 4 | Gemini 2.5 Pro | 33.3 |
Interactive version: theaggregate.ai/benchmark?slug=estgraph-structure-identification-ba · How It Works · Data refreshed daily, snapshot 2026-09-26.