MEGA-Bench - Application: Perception: leaderboard

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

Top models

#ModelScore
1Gemini 2.5 Pro (Preview 03-25)66.7
2Claude 3.5 Sonnet (20241022)55.6
3GPT-4o55.1
4Claude 3.5 Sonnet (20240620)53.2
5InternVL3-38B52.6
6Gemini 1.5 Pro (002)52.5
7InternVL3-78B52
8Qwen 2 VL 72B51.8
9InternVL2.5-78B51.7
10Gemini 1.5 Flash (002)46.4
11Gemma 3 27B (IT)45.5
12GPT-4o Mini43.6
13InternVL3-8B42.8
14Llama 4 Scout Base40.1
15Qwen 2 VL 7B39.3

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-application-perception · How It Works · Data refreshed daily, snapshot 2026-09-05.