OpenVLM MMT-Bench - Meme Image Understanding: leaderboard

The "Meme Image Understanding" subtask of OpenVLM MMT-Bench. OpenCompass OpenVLM evaluation of MMT-Bench: multimodal tasks covering visual recognition, localization, OCR, counting, relation reasoning, visual math, and hallucination detection.

Metric: Score (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 207 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4.1 Mini95#355
2InternVL3-8B95#620
3InternVL3-38B95#405
4InternVL3-78B95#352
5MiniCPM-V-2.695#836
6InternVL3-14B95#505
7Qwen 2 VL 72B95#460
8Qwen 2.5 VL 7B95#643
9Llama 3.2 11B Instruct95#1126
10Grok 2 (1212)95#496
11GPT-4.1 (2025-04-14)90#250
12Qwen 2 VL 7B90#750
13Gemma 3 27B90#607
14Gemma 3 4B90#1089
15Claude 3.7 Sonnet85#249

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-meme-image-understanding · How It Works · Data refreshed daily, snapshot 2026-10-20.