OpenVLM MMT-Bench - Temporal Sequence Understanding: leaderboard

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

Top models

#ModelScore
1Grok 2 (1212)60
2InternVL3-78B50
3Qwen 2 VL 7B50
4Aquila-VL-2B50
5GPT-4.1 Nano50
6GPT-4.1 Mini45
7Qwen 2 VL 72B45
8Gemini 1.5 Flash45
9Gemma 3 12B45
10Llama 3.2 90B Vision Instruct45
11InternVL3-8B40
12InternVL2-8B40
13InternVL3-38B40
14Qwen 2 VL 2B40
15Pixtral-12B40

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