MEGA-Bench Task - Adapted CVBench Relation: leaderboard

The "Adapted CVBench Relation" 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. 17 models tracked.

Top models

#ModelScoreOverall rank
1InternVL3-38B64.3#405
2InternVL3-78B57.1#352
3Gemini 2.5 Pro (Preview 03-25)57.1#123
4Gemini 2.0 Flash (Preview)57.1#370
5InternVL3-14B50#505
6Gemma 3 12B (IT)42.9#664
7InternVL3-8B42.9#620
8Gemma 3 27B (IT)35.7#523
9Gemma 3 4B (IT)35.7#992
10Llama 4 Scout Base35.7#707
11GLM-4.1V-9B (Thinking)28.6#472 (GLM-4.1V-9B)

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