OpenVLM MMT-Bench - Temporal Ordering: leaderboard
The "Temporal Ordering" 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
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | MiniCPM-V-2.6 | 40 | #836 |
| 2 | Qwen 2 VL 72B | 40 | #460 |
| 3 | Grok 2 (1212) | 40 | #496 |
| 4 | GPT-4.1 Nano | 35 | #731 |
| 5 | InternVL3-8B | 35 | #620 |
| 6 | Claude 3 Haiku | 35 | #803 |
| 7 | InternVL2-8B | 30 | #817 |
| 8 | Gemma 3 27B | 30 | #607 |
| 9 | Aquila-VL-2B | 30 | #1238 |
| 10 | Claude 3.5 Sonnet | 30 | #350 |
| 11 | Gemma 3 4B | 30 | #1089 |
| 12 | InternVL3-38B | 25 | #405 |
| 13 | Pixtral-12B | 25 | #808 |
| 14 | Gemini 1.5 Flash | 25 | #618 |
| 15 | GPT-4.1 Mini | 20 | #355 |
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-temporal-ordering · How It Works · Data refreshed daily, snapshot 2026-10-20.