OpenVLM MMT-Bench - Profession Recognition: leaderboard

The "Profession Recognition" 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 Nano95#731
2InternVL2-8B95#817
3Gemma 3 27B95#607
4Pixtral-12B95#808
5Claude 3.5 Sonnet95#350
6Gemma 3 12B95#671
7Gemma 3 4B95#1089
8Claude 3 Haiku95#803
9GPT-4.1 Mini90#355
10InternVL3-8B90#620
11InternVL3-38B90#405
12InternVL3-78B90#352
13GPT-4.1 (2025-04-14)90#250
14MiniCPM-V-2.690#836
15Qwen 2 VL 7B90#750

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