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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)

ModelScore
Gemini 3.5 Flash53.0
Gemini 3.1 Pro Preview52.4
GPT-5.6 Sol45.2
Qwen3.7-Plus45.1
Qwen3.5-27B45.1
Gemini 3.5 Flash-Lite44.5
Gemini 3.6 Flash44.5
GPT-5.6 Luna41.1
Kimi K340.4
Qwen3-VL-235B-A22B-Instruct40.3
GPT-5.6 Terra39.6
GLM 5V Turbo39.0
Muse Spark 1.138.5
Claude Fable 531.4
Gemini 3 Flash Preview27.9
Kimi K2.626.8
Gemini 2.5 Pro24.7
GPT-5.522.2
Sonnet 518.1
Opus 4.816.8
GPT-5.4 Mini5.9
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