MEGA-Bench Task - CVBench Adapted CVBench Depth: leaderboard

The "CVBench 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. 27 models tracked.

Top models

#ModelScoreOverall rank
1Claude 3.5 Sonnet (20240620)100#299
2InternVL2.5-78B100#431
3GPT-4o92.9#343
4Claude 3.5 Sonnet (20241022)85.7#291
5Gemini 1.5 Pro (002)85.7#349
6Gemini 1.5 Flash (002)85.7#583
7InternVL2-8B85.7#817
8Qwen 2 VL 72B78.6#460
9Pixtral-12B78.6#808
10GPT-4o Mini71.4#599
11InternVL2.5-2B64.3#1249
12MiniCPM-V-2.657.1#836
13Qwen 2 VL 7B57.1#750
14Qwen 2 VL 2B57.1#1220
15Llama 3.2 11B57.1#1199

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