MEGA-Bench Task - Autorater Mask — leaderboard

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

Top models

#ModelScore
1Gemini 1.5 Pro (002)85.7
2Gemini 1.5 Flash (002)71.4
3Gemini 2.5 Pro64.3
4Claude 3.5 Sonnet (20241022)64.3
5InternVL2.5-78B64.3
6InternVL2.5-2B64.3
7Gemini 2.0 Flash (Preview)64.3
8GPT-4o57.1
9InternVL3-8B57.1
10Qwen 2 VL 72B57.1
11Aquila-VL-2B57.1
12Claude 3.5 Sonnet (20240620)57.1
13Gemma 3 27B (IT)50
14InternVL3-78B50
15Qwen 2 VL 7B50

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