MEGA-Bench Task - Ad Count Detection — leaderboard

Metric: Task Score (%). Source: huggingface.co. 44 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro64.3
2Claude 3.5 Sonnet (20241022)64.3
3GPT-4o50
4MiniCPM-V-2.642.9
5Gemini 1.5 Pro (002)42.9
6Claude 3.5 Sonnet (20240620)42.9
7Gemini 2.0 Flash (Preview)42.9
8InternVL3-78B35.7
9InternVL3-14B35.7
10Gemma 3 27B (IT)28.6
11Qwen 2 VL 72B28.6
12Qwen 2 VL 7B28.6
13InternVL3-38B28.6
14GPT-4o Mini28.6
15Llama 4 Scout Base28.6

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