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
6Claude 3.5 Sonnet (20241022)57.1
7Qwen 2 VL 2B57.1
8GPT-4o Mini57.1
9Pixtral-12B50
10Gemini 1.5 Flash (002)50
11Claude 3.5 Sonnet (20240620)50
12Qwen 2 VL 72B42.9
13Aquila-VL-2B42.9
14InternVL2.5-2B35.7

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-reward-models-i2t-reward · How It Works · Data refreshed daily, snapshot 2026-09-05.