MEGA-Bench Task - Perception Test Object Shuffle Video: leaderboard

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

Top models

#ModelScore
1GPT-4o56.2
2Gemini 2.5 Pro (Preview 03-25)56.2
3InternVL2.5-78B50
4Claude 3.5 Sonnet (20241022)43.8
5InternVL3-38B43.8
6Gemini 1.5 Pro (002)43.8
7Gemini 1.5 Flash (002)43.8
8InternVL3-8B37.5
9InternVL2-8B37.5
10Gemma 3 27B (IT)31.2
11GPT-4o Mini31.2
12Qwen 2 VL 72B25
13Llama 4 Scout Base25
14Gemma 3 4B (IT)18.8
15InternVL3-78B18.8

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