MEGA-Bench Task - App Interactive Operations iPhone Settings: leaderboard

The "App Interactive Operations iPhone Settings" 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: Estimated already saturated. 44 models tracked.

Top models

#ModelScoreOverall rank
1Claude 3.5 Sonnet (20241022)78.6#291
2Qwen 2 VL 72B78.6#460
3InternVL2.5-78B78.6#431
4GLM-4.1V-9B (Thinking)78.6#472 (GLM-4.1V-9B)
5Gemini 1.5 Pro (002)71.4#349
6Gemini 2.0 Flash (Preview)71.4#370
7GPT-4o64.3#343
8Gemini 1.5 Flash (002)57.1#583
9Claude 3.5 Sonnet (20240620)57.1#299
10Gemma 3 27B (IT)50#523
11GPT-4o Mini50#599
12InternVL3-78B42.9#352
13Qwen 2 VL 7B42.9#750
14Gemma 3 12B (IT)35.7#664
15Gemini 2.5 Pro (Preview 03-25)35.7#123

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-app-interactive-operations-iphone-settings · How It Works · Data refreshed daily, snapshot 2026-10-20.