MEGA-Bench Task - Reward Models T2I Reward — leaderboard

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

Top models

#ModelScore
1GPT-4o64.3
2Qwen 2 VL 7B64.3
3GPT-4o Mini64.3
4Gemini 1.5 Pro (002)64.3
5InternVL2.5-78B64.3
6Claude 3.5 Sonnet (20240620)64.3
7Claude 3.5 Sonnet (20241022)57.1
8Qwen 2 VL 72B50
9Pixtral-12B50
10Gemini 1.5 Flash (002)50
11InternVL2.5-2B50
12Aquila-VL-2B42.9
13MiniCPM-V-2.642.9
14InternVL2-8B35.7
15Qwen 2 VL 2B28.6

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-reward-models-t2i-reward · How the rankings work · Data refreshed daily, snapshot 2026-07-22.