Open-vocabulary object detection

Benchmarks

Dataset Name	SOTA Method	Metric
LVIS v1 (val)	OWL-ST+FT	AP_r^b47.2	54	1mo ago
OV-LVIS v1.0 (test)	OV-DQUO	APr39.5	50	25d ago
OV-COCO	CoT-PL	AP@50 (Novel)47.8	31	1mo ago
OV-COCO (test)	DeCo-DETR	AP50 (Novel)47.1	28	13d ago
OV-LVIS	RTGen	AP Novel30.2	18	1mo ago
OV-COCO (novel)	F-ViT+CLIPSelf	AP@50 (Novel)44.3	14	1mo ago
COCO OVD (Generalized (17 + 48))	CORA+	Novel AP5043.1	14	1mo ago
OV-LVIS v1.0 (val)	DeCo-DETR	APr29.4	13	13d ago
COCO subset	GRPO w. Max.	mAP@0.519.47	13	19d ago
LVIS MDETR split (minival)	OWL-ST+FT	AP55.8	13	1mo ago
COCO (val)	OvarNet	AP50 (All)67.23	13	1mo ago
ODinW 13 (test)	GLIPv2	AP55.5	12	1mo ago
OV-COCO-C (test)	Baron	mAP@0.5 (Gauss)17.8	11	18d ago
OV-COCO (val)	RALF	Novel-class mAP5041.3	11	18d ago
LVIS (val)	MaMMUT	APr31	10	1mo ago
LVIS v1	UniDetector	AP (rare, box)29.3	9	1mo ago
LVIS	CORA+	APr28.1	7	1mo ago
COCO	Grounding DINO-T	AP (Novel)42.1	5	13d ago
3FOVD NEU-171K-RP	GroundingDino	mAP7.6	5	19d ago
3FOVD NEU-171K-C	LaMI-DETR	mAP9	5	19d ago
COCO OVD (48 base 17 novel)	RegionCLIP + APT(v_i)	mAP (Novel)36.3	3	1mo ago
VAW (Visual Attributes in the Wild) (test)	LocOv	Novel AP67	3	1mo ago
COCO 5K-image subset of LVIS 2017 (val)	YOLO11m w/ Gen-n-Val	mAP (Box)49.8	2	6d ago
COCO OVD	-	mAP (Novel)-	0	1mo ago

Showing 24 of 24 rows