Open LMM Reasoning - MathVerse - Angle: leaderboard

The "MathVerse - Angle" 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. 100 models tracked.

Top models

#ModelScoreOverall rank
1Doubao-1.5-Pro68.4#287
2Gemini 1.5 Pro (002)55.4#349
3VLAA-Thinker-Qwen2.5VL-7B54.9#555
4Gemini 2.0 Flash52.3#342
5QVQ-72B-Preview49.7#440
6InternVL3-78B49.2#352
7Taichu-VLR-7B49.2#526
8Claude 3.5 Sonnet (20241022)47.7#291
9InternVL2.5-78B46.6#431
10InternVL3-38B46.1#405
11GPT-4.1 (2025-04-14)45.1#250
12GPT-4o ChatGPT44.6
13InternVL3-14B43#505
14Qwen 2 VL 72B41.5#460
15Qwen 2.5 VL 7B41.5#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-mathverse-angle · How It Works · Data refreshed daily, snapshot 2026-10-20.