MEGA-Bench Task - Red Teaming Visual Order B: leaderboard

The "Red Teaming Visual Order B" 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
1GPT-4o90.5#343
2GPT-4o Mini90.5#599
3Claude 3.5 Sonnet (20241022)90.5#291
4Gemini 1.5 Pro (002)90.5#349
5Claude 3.5 Sonnet (20240620)90.5#299
6InternVL2-8B90.5#817
7MiniCPM-V-2.690.5#836
8Gemma 3 27B (IT)90#523
9Gemini 1.5 Flash (002)90#583
10InternVL3-38B90#405
11InternVL3-78B90#352
12Gemini 2.5 Pro (Preview 03-25)90#123
13InternVL3-14B90#505
14InternVL2.5-78B90#431
15Gemini 2.0 Flash (Preview)90#370

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-red-teaming-visual-order-b · How It Works · Data refreshed daily, snapshot 2026-10-20.