MEGA-Bench Task - Perception Test Object Shuffle Video — leaderboard
Metric: Task Score (%). Source: huggingface.co. 44 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 56.2 |
| 2 | GPT-4o | 56.2 |
| 3 | InternVL2.5-78B | 50 |
| 4 | InternVL3-38B | 43.8 |
| 5 | InternVL3-14B | 43.8 |
| 6 | Claude 3.5 Sonnet (20241022) | 43.8 |
| 7 | Ovis2-8B | 43.8 |
| 8 | Gemini 1.5 Pro (002) | 43.8 |
| 9 | Gemini 1.5 Flash (002) | 43.8 |
| 10 | InternVL2-8B | 37.5 |
| 11 | InternVL3-8B | 37.5 |
| 12 | MiniCPM-V-2.6 | 37.5 |
| 13 | Gemma 3 27B (IT) | 31.2 |
| 14 | GPT-4o Mini | 31.2 |
| 15 | Qwen 2 VL 72B | 25 |
Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-perception-test-object-shuffle-video · How the rankings work · Data refreshed daily, snapshot 2026-07-22.