OpenVLM MMT-Bench - MemU: leaderboard

The "MemU" 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
1InternVL3-38B92.5#405
2InternVL3-14B90#505
3Qwen 2 VL 72B90#460
4GPT-4.1 Mini87.5#355
5InternVL3-8B87.5#620
6InternVL3-78B87.5#352
7GPT-4.1 (2025-04-14)87.5#250
8Qwen 2.5 VL 7B87.5#643
9Grok 2 (1212)87.5#496
10MiniCPM-V-2.685#836
11Llama 3.2 11B Instruct80#1126
12Llama 3.2 90B Vision Instruct77.5#622
13Qwen 2 VL 7B75#750
14Gemini 1.5 Pro75#445
15Gemma 3 4B75#1089

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-memu · How It Works · Data refreshed daily, snapshot 2026-10-20.