MEGA-Bench Task - Video Content Reasoning — leaderboard
Metric: Task Score (%). Source: huggingface.co. 44 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Pixtral-12B | 88.9 |
| 2 | Gemini 1.5 Flash (002) | 88.9 |
| 3 | InternVL2-8B | 77.8 |
| 4 | Claude 3.5 Sonnet (20241022) | 77.8 |
| 5 | Gemini 1.5 Pro (002) | 77.8 |
| 6 | InternVL2.5-78B | 77.8 |
| 7 | Claude 3.5 Sonnet (20240620) | 77.8 |
| 8 | Qwen 2 VL 72B | 66.7 |
| 9 | GPT-4o Mini | 66.7 |
| 10 | GPT-4o | 55.6 |
| 11 | Qwen 2 VL 2B | 55.6 |
| 12 | MiniCPM-V-2.6 | 55.6 |
| 13 | Gemma 3 12B (IT) | 44.4 |
| 14 | Gemma 3 4B (IT) | 44.4 |
| 15 | Qwen 2 VL 7B | 44.4 |
Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-video-content-reasoning · How the rankings work · Data refreshed daily, snapshot 2026-07-22.