MEGA-Bench Task - Webpage Code Understanding — leaderboard

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

Top models

#ModelScore
1Gemini 1.5 Flash (002)88.9
2InternVL2.5-78B88.9
3InternVL2-8B77.8
4Claude 3.5 Sonnet (20241022)77.8
5Gemini 1.5 Pro (002)77.8
6Claude 3.5 Sonnet (20240620)77.8
7Gemini 2.5 Pro66.7
8GPT-4o66.7
9Gemma 3 27B (IT)66.7
10Qwen 2 VL 72B66.7
11Qwen 2 VL 7B66.7
12InternVL3-38B66.7
13Qwen 2 VL 2B66.7
14Aquila-VL-2B66.7
15Gemini 2.0 Flash (Preview)66.7

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