OpenVLM MMT-Bench - Multiple Image Captioning: leaderboard

Metric: Score (%). Source: huggingface.co. 207 models tracked.

Top models

#ModelScore
1InternVL3-78B100
2InternVL3-8B95
3InternVL2-8B95
4Qwen 2 VL 72B95
5InternVL3-38B95
6GPT-4.1 Nano95
7Llama 3.2 11B Instruct95
8Grok 2 (1212)95
9Gemma 3 12B95
10GPT-4.1 (2025-04-14)95
11GPT-4.1 Mini90
12Qwen 2 VL 7B90
13Pixtral-12B90
14Gemma 3 27B90
15Gemini 1.5 Flash90

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-multiple-image-captioning · How It Works · Data refreshed daily, snapshot 2026-09-05.