Open Vocabulary Semantic Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
Pascal VOC 20	ESC-Net	mIoU98.3	113	2mo ago
ADE20K	ActiveSAM	mIoU40	110	1mo ago
Cityscapes	SegEarth-OV3	mIoU69.7	105	1mo ago
Pascal Context PC-59		mIoU68.68	99	2mo ago
COCO Stuff without background	VIP	mIoU33.3	90	2mo ago
COCO Object with background	VIP	mIoU47.4	87	2mo ago
COCO-Stuff	ActiveSAM	mIoU44.4	84	1mo ago
ADE20K A-150		mIoU53.99	79	2mo ago
ADE20K without background	DeCLIP	mIoU2,190	72	4mo ago
PASCAL Context Context60 with background	Trident	mIoU40.1	69	4mo ago
Cityscapes without background	Trident	mIoU47.6	67	4mo ago
PASCAL Context 59 without background	Trident	mIoU44.3	67	4mo ago
Pascal Context 60	ActiveSAM	mIoU55.4	65	1mo ago
ADE-847	ESC-Net	mIoU18.1	63	3mo ago
COCOStuff (val)	CONCEPTBANK	mIoU46.4	60	4mo ago
PASCAL Context 59 (val)		mIoU65.7	57	18d ago
Cityscapes (val)	CONCEPTBANK	mIoU75.1	56	18d ago
PC-459	MROVSeg	mIoU24.1	47	3mo ago
PASCAL VOC VOC21 with background 2012	Trident	mIoU70.8	46	2mo ago
Pascal VOC 21	FG-CLIP 2	mIoU83.2	41	2mo ago
Pascal VOC 21 (With Background)	CorrCLIP	mIoU74.8	39	2mo ago
Pascal VOC 20 without background	VIP	mIoU92.5	38	2mo ago
ORAD-3D	ReSiReg Full	mIoU28.89	35	1mo ago
PASCAL-Context PC-459	ESC-Net	mIoU27	31	2mo ago
COCO Object	SegEarth-OV3	mIoU72	30	1mo ago

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