Open LMM Reasoning - LogicVista - deductive: leaderboard

The "LogicVista - deductive" 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

#ModelScoreOverall rank
1Doubao-1.5-Pro88.2#287
2GPT-4o ChatGPT86
3InternVL3-38B84.9#405
4Claude 3.5 Sonnet (20241022)83.9#291
5Gemini 1.5 Pro (002)81.7#349
6InternVL3-78B81.7#352
7GPT-4.1 (2025-04-14)81.7#250
8QVQ-72B-Preview81.7#440
9GPT-4.1 Mini80.6#355
10InternVL3-14B80.6#505
11InternVL2.5-78B75.3#431
12Claude 3.7 Sonnet74.2#249
13Gemma 3 27B74.2#607
14Gemma 3 12B69.9#671
15Grok 2 (1212)69.9#496

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-deductive · How It Works · Data refreshed daily, snapshot 2026-10-20.