MEGA-Bench Task - ASCII Art Understanding — leaderboard

Metric: Task Score (%). Source: huggingface.co. 44 models tracked.

Top models

#ModelScore
1Gemini 2.0 Flash (Preview)71.4
2Gemini 2.5 Pro64.3
3GPT-4o64.3
4Aquila-VL-2B64.3
5GPT-4o Mini64.3
6Gemini 1.5 Flash (002)64.3
7Qwen 2 VL 72B57.1
8InternVL2.5-78B57.1
9Gemma 3 4B (IT)50
10Qwen 2 VL 2B50
11Gemma 3 12B (IT)42.9
12InternVL3-78B42.9
13MiniCPM-V-2.642.9
14Pixtral-12B42.9
15InternVL2.5-2B42.9

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-ascii-art-understanding · How the rankings work · Data refreshed daily, snapshot 2026-07-22.