MEGA-Bench Task - Multi Contain Repeat Position Only Length: leaderboard

The "Multi Contain Repeat Position Only Length" 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: Not forecast. 17 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro (Preview 03-25)53.3#123
2Gemma 3 27B (IT)6.7#523
3Gemma 3 4B (IT)6.7#992
4GLM-4.1V-9B (Thinking)6.7#472 (GLM-4.1V-9B)
5Gemini 2.0 Flash (Preview)6.7#370
6Llama 4 Scout Base6.7#707
7Gemma 3 12B (IT)0#664
8InternVL3-8B0#620
9InternVL3-38B0#405
10InternVL3-78B0#352
11InternVL3-14B0#505

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