Dichotomous Image Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
DIS5K (DIS-VD)	MVANet	S_alpha0.909	30	1mo ago
DIS5K TE (1-4) (test)	BiRefNet	Fw_beta89.6	25	1mo ago
DIS5K (val)	BEN_Base+Refiner	Fw_beta0.896	18	1mo ago
DIS5K (DIS-TE4)	InSPyReNet	S_alpha0.905	16	1mo ago
DIS5K (DIS-TE3)	InSPyReNet	S_alpha0.905	16	1mo ago
DIS5K (DIS-TE2)	InSPyReNet	S_alpha91.8	16	1mo ago
DIS5K (DIS-TE1)	InSPyReNet	S_alpha87.3	16	1mo ago
DIS ALL 2,000 (test)	PDFNet	Fmax91.5	14	1mo ago
DIS TE4 500 (test)	MVANet	Fmax91.2	14	1mo ago
DIS-TE3 500 (test)	PDFNet	Fmax93.6	14	1mo ago
DIS-TE2 500 (test)	PDFNet	Fmax92	14	1mo ago
DIS TE1 500 (test)	PDFNet	Fmax89.1	14	1mo ago
DIS 470 (val)	PDFNet	Fmax0.915	14	1mo ago
DIS5K DIS-TE Overall (test)	MVANet	Fmax Score0.916	12	1mo ago
DIS5K DIS-TE4 (test)	MVANet	Fmax0.911	12	1mo ago
DIS5K DIS-TE3 (test)	MVANet	Fmax0.936	12	1mo ago
DIS5K DIS-TE2 (test)	MVANet	Fmax92.5	12	1mo ago
DIS5K DIS-TE1 (test)	MVANet	Fmax89.3	12	1mo ago
DIS5K TE1 (test)	SegRefiner + ISNet	IoU57	12	1mo ago
DIS5K TE4 (test)	BiRefNet	Fw_beta90.4	11	1mo ago
DIS5K TE3 (test)	BiRefNet	Fw_beta92.5	11	1mo ago
DIS5K TE2 (test)	BiRefNet	Fw_beta0.894	11	1mo ago
DIS ALL (test)	SAMA-H	F-beta Max Score92.6	6	1mo ago
DIS-5K (Overall)	S3ODNet	Fm88.1	4	1mo ago
DIS-5K (DIS-4)	S3ODNet	F-measure (Fm)86.1	4	1mo ago

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