SOTA Panoptic Segmentation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Cityscapes (val)	OneFormer + ViT-P	PQ70.8	288	15d ago
COCO (val)	OpenSeeD (L)	PQ59.5	223	20d ago
COCO 2017 (val)	Mask2Former	PQ59.9	185	2mo ago
COCO (test-dev)	Panoptic SegFormer	PQ56.2	162	3mo ago
ADE20K (val)	OneFormer	PQ54.5	99	15d ago
Mapillary Vistas (val)	Panoptic-DeepLab w/ SWideRNet-(1, 1, 4.5)	PQ44.8	82	3mo ago
nuScenes (val)	PointINS	PQ72.3	56	2mo ago
Cityscapes (test)	EfficientPS	PQ67.1	51	3mo ago
ADE20K	DINAT-L	PQ49.4	50	14d ago
Cityscapes	DINAT-L	PQ67.2	48	14d ago
India ALU (test)	MAgSeg	mIoU59	45	16d ago
COCO 2017 (test-dev)	CMT-DeepLab (iter 200k)	PQ55.7	41	3mo ago
COCO 2017		PQ0.514	36	3mo ago
ADE20K 150 59 (val)	Osprey-7B	Panoptic Quality (PQ)41.89	35	3mo ago
COCO	HIPIE	PQ58	31	15d ago
MS-COCO (val)	U3HS	PQ962	24	3mo ago
COCO (test)		PQ51.9	23	3mo ago
SYNTHIA to Cityscapes	UniDAformer	Road IoU87.7	19	3mo ago
ADE20K 150 (val)	WOW-Seg	PQ44.46	18	15d ago
COCO closed-vocabulary	OpenSD	PQ58.8	18	3mo ago
SemanticKITTI (val)	PointINS	Panoptic Quality (PQ)60.5	17	2mo ago
nuScenes 1% labels (val)	PointINS	PQ42.5	16	2mo ago
MS-COCO 2018 (test-dev)		PQ (Panoptic Quality)53.2	15	3mo ago
ScanNet++	Fast-SegSim	PQ (Panoptic Quality)77.09	14	1mo ago
ScanNet v2	Fast-SegSim	Panoptic Quality (PQ)74.12	14	1mo ago

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