LogiScope-VQA - Coarse-Grained Perception: leaderboard

Metric: Micro-averaged accuracy (%). Source: arxiv.org. 20 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)91
2GPT-5.490
3Qwen 3.5 Plus90
4Kimi K2.689
5Qwen 3.7 Plus89
6Qwen 3 VL 235B A22B89
7Claude Opus 4.788
8Claude Sonnet 4.686
9GPT-5.578
10Kimi K2 (Thinking)72
11GLM-5.272
12GLM-4.770
13MiniMax-M2.561
14MiniMax-M2.154

Interactive version: theaggregate.ai/benchmark?slug=logiscope-vqa-coarse-grained-perception · How It Works · Data refreshed daily, snapshot 2026-09-19.