OpenVLM MMT-Bench - Temporal Sequence Understanding — leaderboard
Metric: Score (%). Source: huggingface.co. 207 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Grok 2 (1212) | 60 |
| 2 | InternVL3-78B | 50 |
| 3 | Qwen 2 VL 7B | 50 |
| 4 | Aquila-VL-2B | 50 |
| 5 | GPT-4.1 Nano | 50 |
| 6 | GPT-4.1 Mini | 45 |
| 7 | Qwen 2 VL 72B | 45 |
| 8 | Ovis2-8B | 45 |
| 9 | MiniCPM-V-2.6 | 45 |
| 10 | Gemma 3 12B | 45 |
| 11 | Gemini 1.5 Flash | 45 |
| 12 | Llama 3.2 90B Vision Instruct | 45 |
| 13 | InternVL2-8B | 40 |
| 14 | InternVL3-8B | 40 |
| 15 | InternVL3-38B | 40 |
Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-temporal-sequence-understanding · How the rankings work · Data refreshed daily, snapshot 2026-07-22.