Class-agnostic Object Detection on MS COCO 2017 (val) benchmark leaderboard · SOTA2 Research

Class-agnostic Object Detection on MS COCO 2017 (val)

8.2AP (Overall)MOVE

Evaluation Results

Method	Links
MOVE2022.10		8.2	19	6.5	5.7	0.136	0.159	—	—	—
FreeSOLO2022.10		5.5	12.2	4.2	4.6	0.114	0.153	—	—	—
DETReg2022.10		1	3.1	0.6	0.6	0.036	0.127	—	—	—
DiPEx2024.06		0.359	—	—	0.105	0.408	0.632	0.392	0.743	0.898
Grounding DINO+CoOp*2024.06		0.346	—	—	0.104	0.391	0.613	0.364	0.727	0.888
CutLER2024.06		0.296	—	—	0.068	0.196	0.328	0.137	0.375	0.6
Grounding DINO2024.06		0.283	—	—	0.103	0.378	0.441	0.177	0.516	0.8
Grounding DINO+CoCoOp*2024.06		0.246	—	—	0.076	0.341	0.581	0.339	0.683	0.861
Selective Search2022.10		0.2	0.5	0.1	0.2	0.015	0.109	—	—	—
Exemplar-FreeSOLO2024.06		0.126	—	—	0.082	0.13	0.179	—	—	—
FreeSOLO2024.06		0.042	—	—	0.037	0.097	0.126	0.005	0.123	0.341
MOST2024.06		0.033	—	—	0.031	0.064	0.064	0.001	0.016	0.245
DETReg2024.06		0.014	—	—	0.006	0.037	0.129	0.002	0.128	0.353
Selective Search2024.06		0.001	—	—	0.001	0.011	0.078	0.009	0.072	0.207
UP-DETR2024.06		0.001	—	—	0.002	0.014	0.014	0	0.002	0.058