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Dichotomous Image Segmentation on DIS5K DIS-TE1 (test)

96.1Fmax

FlowDIS

Updated 19d ago

Evaluation Results

Method	Links
FlowDIS 2026.05		96.1	-	97.5	95.3	1.2	93.9	-	-	-	-	-	-
FlowDIS 2026.05		96.1	-	97.6	95.3	1.2	94.2	-	-	-	-	-	-
LawDIS25 2026.05		89.9	-	93.4	90.6	2.9	86.6	-	-	-	-	-	-
DiffDIS25 2026.05		89.5	-	90.5	90	3.5	82	-	-	-	-	-	-
MVANet 2024.04		89.3	82.3	91.1	87.9	3.7	-	-	-	-	-	-	-
PDFNet25 2026.05		88.8	-	91.6	88.7	3.1	84.5	-	-	-	-	-	-
MVANet24 2026.05		87.3	-	91.6	88.7	3.7	82.5	-	-	-	-	-	-
BiRefNet24 2026.05		86	-	91.2	88.5	3.7	82	-	-	-	-	-	-
InSPyReNet 2024.04		84.5	78.8	87.4	87.3	4.3	-	-	-	-	-	-	-
InSPyReNet22 2026.05		84.5	-	89.4	87.3	4.3	78.8	-	-	-	-	-	-
GenPercept24 2026.05		84.4	-	90.9	87.1	3.8	79.4	-	-	-	-	-	-
FP-DIS 2024.04		78.4	71.3	86	82.1	6	-	-	-	-	-	-	-
UDUN 2024.04		78.4	72	86.4	81.7	5.9	-	-	-	-	-	-	-
FP-DIS23 2026.05		78.4	-	86	82.1	6	71.3	-	-	-	-	-	-
UDUN23 2026.05		78.4	-	86.4	81.7	5.9	72	-	-	-	-	-	-
PGNet 2024.04		75.4	68	84.8	80	6.7	-	-	-	-	-	-	-
GCPANet 2024.04		74.1	67.6	83.4	79.7	7	-	-	-	-	-	-	-
PFNet 2024.04		74	66.5	83	79.1	7.5	-	-	-	-	-	-	-
IS-Net 2024.04		74	66.2	82	78.7	7.4	-	-	-	-	-	-	-
IS-Net22 2026.05		74	-	82	78.7	7.4	66.2	-	-	-	-	-	-
F³Net 2024.04		72.6	65.5	82	78.3	7.4	-	-	-	-	-	-	-
ISDNet 2024.04		71.7	64.3	82.4	78.2	7.7	-	-	-	-	-	-	-
BSANet 2024.04		68.3	54.5	77.3	75.4	9.8	-	-	-	-	-	-	-
IFA 2024.04		67.3	57.3	78.5	74.6	8.8	-	-	-	-	-	-	-
U-Net 2026.05		-	64.3	-	-	-	-	42.4	40.7	56.5	55.3	60.7	92.1
AttU-Net 2026.05		-	67	-	-	-	-	45.4	42.9	59	57.1	63.6	92.5
R2U-Net 2026.05		-	64	-	-	-	-	39.7	36.4	52.9	49.9	58.8	77.9
U2-Net 2026.05		-	79.6	-	-	-	-	63.7	61.9	73.6	72.8	77.2	95.6
SAM 2026.05		-	79.6	-	-	-	-	67.1	61.7	75.3	71.3	74	83.6
SAM2.0 2026.05		-	84	-	-	-	-	73.1	66.9	80.7	76.5	77.7	87.9
SAM2.1 2026.05		-	83.2	-	-	-	-	72.6	66.4	80.3	76.1	77	88