MEGA-Bench Task - Adapted CVBench Depth: leaderboard

The "Adapted CVBench Depth" 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. 17 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.0 Flash (Preview)100#370
2InternVL3-38B85.7#405
3InternVL3-78B85.7#352
4GLM-4.1V-9B (Thinking)85.7#472 (GLM-4.1V-9B)
5Llama 4 Scout Base85.7#707
6InternVL3-8B78.6#620
7Gemini 2.5 Pro (Preview 03-25)78.6#123
8InternVL3-14B78.6#505
9Gemma 3 27B (IT)71.4#523
10Gemma 3 4B (IT)71.4#992
11Gemma 3 12B (IT)64.3#664

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-adapted-cvbench-depth · How It Works · Data refreshed daily, snapshot 2026-10-20.