OpenVLM MMT-Bench - One Shot Detection: leaderboard
The "One Shot Detection" 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 | GPT-4.1 Nano | 95 | #731 |
| 2 | GPT-4.1 (2025-04-14) | 95 | #250 |
| 3 | Grok 2 (1212) | 85 | #496 |
| 4 | Pixtral-12B | 80 | #808 |
| 5 | Aquila-VL-2B | 80 | #1238 |
| 6 | InternVL3-78B | 75 | #352 |
| 7 | Claude 3.7 Sonnet | 75 | #249 |
| 8 | Claude 3.5 Sonnet | 75 | #350 |
| 9 | Gemini 1.5 Flash | 75 | #618 |
| 10 | Llama 3.2 90B Vision Instruct | 75 | #622 |
| 11 | Gemma 3 27B | 70 | #607 |
| 12 | Qwen 2 VL 72B | 70 | #460 |
| 13 | Gemini 1.5 Pro | 70 | #445 |
| 14 | Claude 3 Haiku | 70 | #803 |
| 15 | GPT-4.1 Mini | 60 | #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-one-shot-detection · How It Works · Data refreshed daily, snapshot 2026-10-20.