MEGA-Bench Task - Position Relationship: leaderboard

The "Position Relationship" 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 (20241022)86.7#291
2InternVL2.5-78B80#431
3GPT-4o73.3#343
4Gemini 1.5 Pro (002)73.3#349
5GPT-4o Mini66.7#599
6InternVL2-8B66.7#817
7Qwen 2 VL 72B66.7#460
8Gemini 1.5 Flash (002)60#583
9Pixtral-12B53.3#808
10InternVL2.5-2B53.3#1249
11Llama 3.2 11B53.3#1199
12Claude 3.5 Sonnet (20240620)46.7#299
13Qwen 2 VL 2B46.7#1220
14Aquila-VL-2B46.7#1238
15Qwen 2 VL 7B33.3#750

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