SOTA Boundary Detection benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
BSDS 500 (test)	EDTER	ODS84.8	185	3mo ago
BSDS500		ODS F-score0.859	37	3mo ago
RoFT-chatgpt GPT-3.5-turbo generated (test)	GigaCheck (DN-DAB-DETR)	Accuracy67.65	34	3mo ago
PASCAL-Context (test)	MTMamba	ODSF78.8	34	3mo ago
NYUD v2		ODS F-measure79.52	30	2mo ago
SBD	CASENet	mAP71.4	29	3mo ago
RoFT original (test)	ROBERTa + SEP	Accuracy49.64	27	3mo ago
Multicue Boundary	UAED	ODS86.4	26	3mo ago
CO2 Farm Thermal Gas Dataset 1.0 (test)	TRACE	BF1 Score98.87	17	1mo ago
Hybrid essays Out-of-Domain (test)	TriBERT	#Bry=1 F1 Score43.6	16	3mo ago
NYUD2	MLORE	ODS Fmax78.43	15	3mo ago
Multi-Cue	RankED	ODS Score96.3	12	3mo ago
Multi-Cue (test)	RankED	ODS0.963	12	3mo ago
NYUD v2 (val)	M2H	ODS F-measure85.27	11	15d ago
Multicue	BDCN	ODS Score83.6	11	3mo ago
NYUD v2	RADIOv2.5	Boundary Loss0.1256	10	3mo ago
PASCAL Context	RADIOv2.5	Loss0.0617	10	3mo ago
RoFT	GigaCheck (DN-DAB-DETR)	Accuracy64.63	10	3mo ago
Hybrid essays In-Domain (test)	TriBERT	F1 Score (1 Boundary)48.6	8	3mo ago
PASCAL-Context (val)	InvPT	odsF73	7	3mo ago
NYUD v2 (test)	MTI-Net	Boundary Score76.6	5	3mo ago
TriBERT #Bry=3 original	GigaCheck (DN-DAB-DETR)	F1@380.1	4	3mo ago
TriBERT #Bry=2 original	GigaCheck (DN-DAB-DETR)	F1@386.7	4	3mo ago
TriBERT #Bry=1 original	TriBERT	F1@391	4	3mo ago
TriBERT original (All)	GigaCheck (DN-DAB-DETR)	F1@364.6	2	3mo ago

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