MEGA-Bench Task - Planning Screenshot Storage: leaderboard

The "Planning Screenshot Storage" subtask of MEGA-Bench Task. A single task from MEGA-Bench, a large-scale multimodal evaluation suite that scores vision-language models across 500+ real-world tasks spanning perception, reasoning, OCR, charts, documents, and multi-image understanding.

Metric: Task Score (%). Source: huggingface.co. Saturation forecast: Around January 2027. 44 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro (Preview 03-25)46.7#123
2Claude 3.5 Sonnet (20241022)26.7#291
3Gemini 2.0 Flash (Preview)26.7#370
4InternVL3-38B20#405
5Gemini 1.5 Pro (002)13.3#349
6Claude 3.5 Sonnet (20240620)13.3#299
7InternVL3-78B13.3#352
8Qwen 2 VL 7B13.3#750
9Qwen 2 VL 72B13.3#460
10Pixtral-12B13.3#808
11GPT-4o6.7#343
12Gemma 3 12B (IT)6.7#664
13GPT-4o Mini6.7#599
14Gemini 1.5 Flash (002)6.7#583
15MiniCPM-V-2.66.7#836

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-planning-screenshot-storage · How It Works · Data refreshed daily, snapshot 2026-10-20.