MEGA-Bench Task - Video2Notes: leaderboard

The "Video2Notes" subtask of MEGA-Bench Task. A single task from MEGA-Bench, a large-scale multimodal evaluation suite that scores vision-language models across 500+ real-world tasks spanning perception, reasoning, OCR, charts, documents, and multi-image understanding.

Metric: Task Score (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 44 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro (Preview 03-25)83.6#123
2GPT-4o72.9#343
3Gemini 1.5 Pro (002)71.4#349
4Claude 3.5 Sonnet (20240620)71.4#299
5Gemini 1.5 Flash (002)70.7#583
6Gemini 2.0 Flash (Preview)70#370
7Claude 3.5 Sonnet (20241022)69.3#291
8GPT-4o Mini67.9#599
9InternVL3-78B64.3#352
10Gemma 3 12B (IT)62.1#664
11Gemma 3 27B (IT)60.7#523
12Qwen 2 VL 72B60#460
13InternVL3-38B59.3#405
14InternVL2.5-78B57.9#431
15GLM-4.1V-9B (Thinking)57.1#472 (GLM-4.1V-9B)

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-video2notes · How It Works · Data refreshed daily, snapshot 2026-10-20.