MEGA-Bench Task - Reward Models I2T Reward — leaderboard

Metric: Task Score (%). Source: huggingface.co. 27 models tracked.

Top models

#ModelScore
1InternVL2.5-78B71.4
2GPT-4o64.3
3InternVL2-8B64.3
4Qwen 2 VL 7B64.3
5Gemini 1.5 Pro (002)64.3
6Qwen 2 VL 2B57.1
7Claude 3.5 Sonnet (20241022)57.1
8MiniCPM-V-2.657.1
9GPT-4o Mini57.1
10Pixtral-12B50
11Gemini 1.5 Flash (002)50
12Claude 3.5 Sonnet (20240620)50
13Qwen 2 VL 72B42.9
14Aquila-VL-2B42.9
15InternVL2.5-2B35.7

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-reward-models-i2t-reward · How the rankings work · Data refreshed daily, snapshot 2026-07-22.