Object Detection Leaderboard

65 models · COCO 2017 val (5k images) · Data from Jul 25, 2026 · Source: Roboflow

Showing 10 of 65 models

#	Model	Arch	Params	mAP 50:95 ↓	mAP 50	mAP 75	Small	Medium	Large	License
1	DEIM-D-FINE-X	DEIM	61.7M	0.565	0.740	0.616	0.388	0.614	0.742	Apache-2.0
2	DEIM-RT-DETRv2-X	DEIM	74.9M	0.555	0.735	0.603	0.379	0.599	0.729	Apache-2.0
3	DEIM-D-FINE-L	DEIM	30.8M	0.547	0.724	0.594	0.369	0.597	0.718	Apache-2.0
4	DEIM-RT-DETRv2-L	DEIM	42.1M	0.543	0.722	0.588	0.367	0.590	0.710	Apache-2.0
5	DEIM-RT-DETRv2-M*	DEIM	33.0M	0.532	0.712	0.578	0.353	0.576	0.702	Apache-2.0
6	DEIM-D-FINE-M	DEIM	19.2M	0.527	0.700	0.573	0.352	0.567	0.694	Apache-2.0
7	DEIM-RT-DETRv2-M	DEIM	31.2M	0.509	0.686	0.552	0.343	0.544	0.671	Apache-2.0
8	DEIM-RT-DETRv2-S	DEIM	20.0M	0.491	0.661	0.533	0.326	0.525	0.641	Apache-2.0
9	DEIM-D-FINE-S	DEIM	10.2M	0.490	0.659	0.531	0.304	0.526	0.656	Apache-2.0
10	DEIM-D-FINE-N	DEIM	10.2M	0.490	0.659	0.531	0.304	0.526	0.656	Apache-2.0