GraphVerse - Maximum Independent Set - VGR-Score: leaderboard
Metric: Visual graph reasoning score (0-100; 0.7 process + 0.3 answer, GPT-5.1 verifier). Source: arxiv.org. 19 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro | 56.7 |
| 2 | QVQ-72B-Preview | 45.3 |
| 3 | GPT-5.2 | 44.9 |
| 4 | Gemini 3 Flash | 44.5 |
| 5 | Grok 4 Fast | 37.6 |
| 6 | O1 | 36 |
| 7 | Qwen 3.5 35B A3B | 32.1 |
| 8 | Kimi K2.5 (Thinking) | 31.8 |
| 9 | GLM-4.6V | 28.5 |
| 10 | InternVL3-8B | 28.4 |
| 11 | Qwen 3.5 4B | 27.1 |
Interactive version: theaggregate.ai/benchmark?slug=graphverse-maximum-independent-set-vgr-score · How It Works · Data refreshed daily, snapshot 2026-09-19.