SOTA Panoptic Segmentation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Cityscapes (val)	OneFormer + ViT-P	PQ70.8	276	1mo ago
COCO (val)	OpenSeeD (L)	PQ59.5	219	1mo ago
COCO 2017 (val)	Mask2Former	PQ59.9	185	18d ago
COCO (test-dev)	Panoptic SegFormer	PQ56.2	162	1mo ago
ADE20K (val)	OneFormer	PQ54.5	89	1mo ago
Mapillary Vistas (val)	Panoptic-DeepLab w/ SWideRNet-(1, 1, 4.5)	PQ44.8	82	1mo ago
nuScenes (val)	PointINS	PQ72.3	56	22d ago
Cityscapes (test)	EfficientPS	PQ67.1	51	1mo ago
COCO 2017 (test-dev)	CMT-DeepLab (iter 200k)	PQ55.7	41	1mo ago
COCO 2017		PQ0.514	36	1mo ago
ADE20K 150 59 (val)	Osprey-7B	Panoptic Quality (PQ)41.89	35	1mo ago
Cityscapes	DINAT-L	PQ67.2	32	16d ago
ADE20K	DINAT-L	PQ49.4	29	16d ago
COCO	HIPIE	PQ58	28	25d ago
MS-COCO (val)	U3HS	PQ962	24	1mo ago
COCO (test)		PQ51.9	23	1mo ago
SYNTHIA to Cityscapes	UniDAformer	Road IoU87.7	19	1mo ago
COCO closed-vocabulary	OpenSD	PQ58.8	18	1mo ago
SemanticKITTI (val)	PointINS	Panoptic Quality (PQ)60.5	17	22d ago
nuScenes 1% labels (val)	PointINS	PQ42.5	16	22d ago
MS-COCO 2018 (test-dev)		PQ (Panoptic Quality)53.2	15	1mo ago
ScanNet++	Fast-SegSim	PQ (Panoptic Quality)77.09	14	4d ago
ScanNet v2	Fast-SegSim	Panoptic Quality (PQ)74.12	14	4d ago
ADE20K open-vocabulary	ODISE	PQ23.5	14	1mo ago
COCO 2014 (val)	MOAT-4	PQ46.7	14	1mo ago

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