Roboflow Vision Evals - Object Detection (mAP@50:95)
Multimodal · 2026-07-22
The Roboflow Vision Evals object-detection mAP@50:95 metric averages detection precision over intersection-over-union thresholds from 0.50 through 0.95 on 250 samples.
Top models (higher is better)
| Model | Score |
|---|---|
| Gemini 3.5 Flash | 53.0 |
| Gemini 3.1 Pro Preview | 52.4 |
| GPT-5.6 Sol | 45.2 |
| Qwen3.7-Plus | 45.1 |
| Qwen3.5-27B | 45.1 |
| Gemini 3.5 Flash-Lite | 44.5 |
| Gemini 3.6 Flash | 44.5 |
| GPT-5.6 Luna | 41.1 |
| Kimi K3 | 40.4 |
| Qwen3-VL-235B-A22B-Instruct | 40.3 |
| GPT-5.6 Terra | 39.6 |
| GLM 5V Turbo | 39.0 |
| Muse Spark 1.1 | 38.5 |
| Claude Fable 5 | 31.4 |
| Gemini 3 Flash Preview | 27.9 |
| Kimi K2.6 | 26.8 |
| Gemini 2.5 Pro | 24.7 |
| GPT-5.5 | 22.2 |
| Sonnet 5 | 18.1 |
| Opus 4.8 | 16.8 |
| GPT-5.4 Mini | 5.9 |