Open LMM Reasoning - LogicVista - numerical: leaderboard
The "LogicVista - numerical" subtask of Open LMM Reasoning. A task from the Open LMM Reasoning leaderboard, which evaluates large multimodal models on multi-step visual, mathematical and logical reasoning problems.
Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 83 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Doubao-1.5-Pro | 91.6 | #287 |
| 2 | GPT-4o ChatGPT | 90.5 | |
| 3 | GPT-4.1 (2025-04-14) | 88.4 | #250 |
| 4 | GPT-4.1 Mini | 87.4 | #355 |
| 5 | Claude 3.5 Sonnet (20241022) | 87.4 | #291 |
| 6 | QVQ-72B-Preview | 84.2 | #440 |
| 7 | InternVL3-38B | 77.9 | #405 |
| 8 | Claude 3.7 Sonnet | 77.9 | #249 |
| 9 | InternVL3-78B | 76.8 | #352 |
| 10 | InternVL3-14B | 76.8 | #505 |
| 11 | Gemini 2.0 Flash | 75.8 | #342 |
| 12 | Gemini 1.5 Pro (002) | 73.7 | #349 |
| 13 | Gemma 3 27B | 68.4 | #607 |
| 14 | Taichu-VLR-7B | 65.3 | #526 |
| 15 | Qwen 2.5 VL 7B | 61.1 | #643 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=open-lmm-reasoning-logicvista-numerical · How It Works · Data refreshed daily, snapshot 2026-10-20.