MEGA-Bench Task - Face Attribute Edit: leaderboard

The "Face Attribute Edit" 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 2028. 17 models tracked.

Top models

#ModelScoreOverall rank
1Gemma 3 27B (IT)57.1#523
2InternVL3-38B50#405
3InternVL3-78B50#352
4GLM-4.1V-9B (Thinking)50#472 (GLM-4.1V-9B)
5Gemini 2.0 Flash (Preview)50#370
6Llama 4 Scout Base50#707
7InternVL3-8B42.9#620
8Gemini 2.5 Pro (Preview 03-25)42.9#123
9InternVL3-14B42.9#505
10Gemma 3 12B (IT)35.7#664
11Gemma 3 4B (IT)28.6#992

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-face-attribute-edit · How It Works · Data refreshed daily, snapshot 2026-10-20.