MEGA-Bench Task - Action Sequence Understanding — leaderboard

Metric: Task Score (%). Source: huggingface.co. 17 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro85.7
2Gemini 2.0 Flash (Preview)85.7
3InternVL3-78B78.6
4InternVL3-8B78.6
5InternVL3-38B78.6
6InternVL3-14B78.6
7Gemma 3 27B (IT)71.4
8Gemma 3 12B (IT)71.4
9Gemma 3 4B (IT)50
10Ovis2-8B50
11Llama 4 Scout Base0

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-action-sequence-understanding · How the rankings work · Data refreshed daily, snapshot 2026-07-22.