Open LMM Reasoning - WeMath - CompleteMastery (Loose): leaderboard

The "WeMath - CompleteMastery (Loose)" 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-Pro75.6#287
2GPT-4.1 (2025-04-14)65.1#250
3GPT-4o ChatGPT64.2
4Claude 3.7 Sonnet62.3#249
5InternVL3-38B61#405
6Gemini 1.5 Pro (002)60.4#349
7Gemini 2.0 Flash59.6#342
8Taichu-VLR-7B58.1#526
9InternVL3-78B57#352
10Claude 3.5 Sonnet (20241022)56.2#291
11InternVL3-14B56.2#505
12QVQ-72B-Preview55.8#440
13VLAA-Thinker-Qwen2.5VL-7B54.5#555
14InternVL2.5-78B52.8#431
15InternVL2.5-8B-BoN-851#639

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-wemath-completemastery-loose · How It Works · Data refreshed daily, snapshot 2026-10-20.