MEGA-Bench Task - Constrained Generation Multi Contain Position Only: leaderboard

The "Constrained Generation Multi Contain Position Only" 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
1InternVL2.5-78B26.7#431
2GPT-4o20#343
3GPT-4o Mini20#599
4Claude 3.5 Sonnet (20241022)20#291
5Gemini 1.5 Flash (002)20#583
6Claude 3.5 Sonnet (20240620)20#299
7Qwen 2 VL 7B13.3#750
8Gemini 1.5 Pro (002)6.7#349
9Qwen 2 VL 72B6.7#460
10Aquila-VL-2B6.7#1238
11InternVL2-8B0#817
12MiniCPM-V-2.60#836
13Pixtral-12B0#808
14Qwen 2 VL 2B0#1220
15InternVL2.5-2B0#1249

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-constrained-generation-multi-contain-position-only · How It Works · Data refreshed daily, snapshot 2026-10-20.