MEGA-Bench Task - STA Action Localization Video: leaderboard

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

Top models

#ModelScore
1InternVL3-78B56.2
2InternVL2.5-78B56.2
3Claude 3.5 Sonnet (20241022)43.8
4InternVL3-38B43.8
5Gemma 3 27B (IT)37.5
6InternVL3-8B37.5
7InternVL2-8B37.5
8Qwen 2 VL 72B37.5
9Gemini 1.5 Pro (002)37.5
10Gemini 2.5 Pro (Preview 03-25)37.5
11GPT-4o31.2
12Gemini 1.5 Flash (002)31.2
13Claude 3.5 Sonnet (20240620)31.2
14Gemma 3 12B (IT)25
15Pixtral-12B25

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