MEGA-Bench Task - Video Motion Matching Real 3D — leaderboard

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

Top models

#ModelScore
1InternVL3-38B85.7
2Gemini 2.5 Pro78.6
3InternVL2.5-78B78.6
4InternVL3-78B71.4
5Gemini 2.0 Flash (Preview)64.3
6Gemini 1.5 Pro (002)57.1
7GPT-4o35.7
8Gemma 3 4B (IT)35.7
9InternVL2-8B35.7
10InternVL3-14B35.7
11Claude 3.5 Sonnet (20240620)35.7
12Gemma 3 27B (IT)28.6
13Qwen 2 VL 72B28.6
14Qwen 2 VL 7B28.6
15Qwen 2 VL 2B28.6

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-video-motion-matching-real-3d · How the rankings work · Data refreshed daily, snapshot 2026-07-22.