SOTA Continual Semantic Segmentation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Pascal-VOC 15-1 scenario 2012	PLOPLong	mIoU (classes 0-15)72	32	3mo ago
Pascal-VOC 15-5 scenario 2012	RCIL (Ours)	mIoU (Classes 0-15)78.8	30	3mo ago
ADE20k 100-50 (2 tasks) (val)		mIoU (0-100)54.11	28	3mo ago
Pascal-VOC 19-1 2012	SSUL-M	mIoU (0-19 Classes)77.58	27	3mo ago
ADE20k 50-50 (3 tasks) (val)		mIoU (51-150)38	25	3mo ago
ADE20k 100-10 (6 tasks) (val)		mIoU (101-150)0.3722	24	3mo ago
Pascal-VOC 15-1 (6 tasks) 2012	PLOP	mIoU (0-15)65.12	16	3mo ago
ADE20K 100-10 overlapped setting v2 (val)		mIoU (0-100)54.11	13	3mo ago
Med Semi-Supervised-JASCL	JASCL	Session 0 Dice Score73.6	9	13d ago
Pascal VOC 10-1 setting 2012 (test)		mIoU (0-10)78.4	9	3mo ago
Cityscapes 14-1 6 tasks	PILOT	mIoU (Classes 1-14)76.52	9	7d ago
Pascal VOC 10-1 scenario Overlapped 2012 (val)		mIoU (0-10)79.8	8	3mo ago
Pascal VOC 10-1 scenario, Disjoint 2012 (val)		mIoU (Classes 0-10)79.8	8	3mo ago
Pascal VOC 15-1 scenario, Disjoint 2012 (val)		mIoU (0-15)79.8	8	3mo ago
PASCAL VOC 2-2 (10 tasks) 2012	CogCaS	mIoU (Classes 0-2)75.9	7	2mo ago
PASCAL VOC 2-1 19 tasks 2012	CogCaS	mIoU (0-2 classes)76.3	7	2mo ago
PASCAL VOC 1-1 2012	CogCaS	mIoU (0-1)79.4	7	2mo ago
Cityscapes 10-1 protocol (10 tasks)	PILOT	mIoU (Classes 1-10)75.84	6	7d ago
Natural-JASCL BDD, IDD	SAM Vanilla	mIoU (Session 0)66	6	13d ago
ADE20k 100-5 (11 tasks) (val)	PLOP	mIoU (Classes 0-100)3,911	3	3mo ago

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