Open LMM Reasoning - LogicVista - spatial — leaderboard
Metric: Accuracy (%). Source: huggingface.co. 83 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4.1 Mini | 34.6 |
| 2 | InternVL3-38B | 34.6 |
| 3 | Doubao-1.5-Pro | 34.6 |
| 4 | Gemini 2.0 Flash | 33.3 |
| 5 | Qwen 2 VL 72B | 30.8 |
| 6 | Claude 3.7 Sonnet | 30.8 |
| 7 | GPT-4.1 (2025-04-14) | 30.8 |
| 8 | QVQ-72B-Preview | 30.8 |
| 9 | Grok 2 (1212) | 29.5 |
| 10 | GPT-4o ChatGPT | 29.5 |
| 11 | Gemini 1.5 Pro (002) | 28.2 |
| 12 | Llama 3.2 11B Instruct | 26.9 |
| 13 | Qwen 2 VL 2B | 25.6 |
| 14 | Claude 3.5 Sonnet (20241022) | 25.6 |
| 15 | InternVL3-78B | 24.4 |
Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-logicvista-spatial · How the rankings work · Data refreshed daily, snapshot 2026-07-22.