MEGA-Bench Task - Counting Single Image — leaderboard

Metric: Task Score (%). Source: huggingface.co. 17 models tracked.

Top models

#ModelScore
1InternVL3-38B85.7
2Gemini 2.5 Pro78.6
3InternVL3-78B78.6
4Llama 4 Scout Base78.6
5Gemini 2.0 Flash (Preview)78.6
6Gemma 3 12B (IT)71.4
7InternVL3-14B57.1
8Gemma 3 27B (IT)50
9InternVL3-8B42.9
10Gemma 3 4B (IT)28.6
11Ovis2-8B28.6

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-counting-single-image · How the rankings work · Data refreshed daily, snapshot 2026-07-22.