Dichotomous Image Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
DIS5K (DIS-VD)	FCLM	F_beta (Weighted)0.9	44	19d ago
DIS5K TE (1-4) (test)	BiRefNet	Fw_beta89.6	42	19d ago
DIS5K DIS-TE Overall (test)	FlowDIS	Fmax Score0.959	24	27d ago
DIS5K DIS-TE4 (test)	FlowDIS	Fmax0.946	24	19d ago
DIS5K DIS-TE3 (test)	FlowDIS	Fmax0.963	24	19d ago
DIS5K DIS-TE2 (test)	FlowDIS	Fmax96.5	24	19d ago
DIS5K DIS-TE1 (test)	FlowDIS	Fmax96.1	24	19d ago
DIS5K TE4 (test)	BiRefNet	Fw_beta90.4	20	19d ago
DIS5K TE3 (test)	BiRefNet	Fw_beta92.5	20	19d ago
DIS5K TE2 (test)	BiRefNet	Fw_beta0.894	20	19d ago
DIS5K TE1 (test)	BiRefNet	M3.7	20	19d ago
DIS5K (val)	BEN_Base+Refiner	Fw_beta0.896	18	19d ago
DIS5K (DIS-TE4)	InSPyReNet	S_alpha0.905	16	3mo ago
DIS5K (DIS-TE3)	InSPyReNet	S_alpha0.905	16	3mo ago
DIS5K (DIS-TE2)	InSPyReNet	S_alpha91.8	16	3mo ago
DIS5K (DIS-TE1)	InSPyReNet	S_alpha87.3	16	3mo ago
DIS ALL 2,000 (test)	PDFNet	Fmax91.5	14	3mo ago
DIS TE4 500 (test)	MVANet	Fmax91.2	14	3mo ago
DIS-TE3 500 (test)	PDFNet	Fmax93.6	14	3mo ago
DIS-TE2 500 (test)	PDFNet	Fmax92	14	3mo ago
DIS TE1 500 (test)	PDFNet	Fmax89.1	14	3mo ago
DIS 470 (val)	PDFNet	Fmax0.915	14	3mo ago
DIS5K DIS-VD (val)	FlowDIS	Weighted F-measure93.8	12	27d ago
DIS5K DIS-TE(1-4) (test)	U2-Net	Mean IoU69.7	7	19d ago
DIS ALL (test)	SAMA-H	F-beta Max Score92.6	6	3mo ago

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