MEGA-Bench Task - App Interactive Operations TikTok: leaderboard

The "App Interactive Operations TikTok" 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
1Gemini 2.5 Pro (Preview 03-25)92.9#123
2Qwen 2 VL 72B85.7#460
3GPT-4o71.4#343
4Claude 3.5 Sonnet (20240620)71.4#299
5InternVL2.5-78B71.4#431
6GLM-4.1V-9B (Thinking)71.4#472 (GLM-4.1V-9B)
7Gemma 3 27B (IT)64.3#523
8Claude 3.5 Sonnet (20241022)64.3#291
9Gemini 2.0 Flash (Preview)64.3#370
10Gemini 1.5 Pro (002)50#349
11Gemini 1.5 Flash (002)50#583
12Gemma 3 12B (IT)42.9#664
13Qwen 2 VL 7B42.9#750
14GPT-4o Mini35.7#599
15InternVL3-38B28.6#405

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-tiktok · How It Works · Data refreshed daily, snapshot 2026-10-20.