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Few-Shot Semantic Segmentation on Pascal-5i (test)

71.65-Shot mIoU

VAT

Updated 4d ago

Evaluation Results

Method
VAT 2022.03	71.6	-	73.3	75.2	68.4	69.5	82
VAT-HM 2022.03	70.9	-	74	75.5	65.4	68.6	81.5
HSNet 2022.03	70.8	-	71.7	74.8	68.2	68.7	80.9
HSNet 2020.10	70.4	66.2	-	-	-	-	-
HSNet 2022.03	70.4	-	71.8	74.4	67	68.3	80.6
VAT 2022.03	70	-	72.4	73.6	68.6	65.7	80.9
HSNet 2022.03	69.6	-	70.9	73.1	68.4	65.9	80.6
HSNet 2020.10	69.5	64	-	-	-	-	-
HSNet 2022.03	69.5	-	70.3	73.2	67.4	67.1	80.6
HSNet-HM 2022.03	69.3	-	72.2	73.3	64	67.9	79.7
CAPL 2020.10	68.9	63.6	-	-	-	-	-
Mining 2020.10	68.8	62.6	-	-	-	-	-
VAT-HM 2022.03	68.2	-	71.1	72.5	62.6	66.5	78.5
VAT-HM 2022.03	67.8	-	71.2	72.7	62.7	64.5	79.4
VAT 2022.03	67.5	-	68.4	72.5	64.8	64.2	78.8
CAPL 2020.10	67.1	62.2	-	-	-	-	-
HSNet-HM 2022.03	67.1	-	69.9	72	63.4	63.3	77.7
RePri 2020.10	66.8	59.1	-	-	-	-	-
HSNet 2022.03	66.7	-	67.5	72.7	63.5	63.2	77.7
HSNet-HM 2022.03	66.7	-	69.8	72.1	60.4	64.3	77.8
RePRI 2022.03	66.6	-	64.6	71.4	71.1	59.3	-
CyCTR 2022.03	66.6	-	73.5	74	58.6	60.2	75
HSNet 2022.03	66.2	-	67.3	72.3	62	63.1	77.6
Mining 2020.10	66.1	62.1	-	-	-	-	-
CAPL 2020.10	66.1	60.6	-	-	-	-	-
VAT-HM 2022.03	65.8	-	68.9	70.7	61	62.5	77.1
CyCTR 2022.03	65.6	-	71.1	73.2	60.5	57.5	-
RePRI 2022.03	65.6	-	66.2	71.4	67	57.7	-
VAT 2022.03	65.3	-	67.6	71.2	62.3	60.1	77.4
HSNet-HM 2022.03	65	-	69	70.9	59.3	61	76.5
CWT 2020.10	64.7	58	-	-	-	-	-
CWT 2022.03	64.7	-	62.6	70.2	68.8	57.2	-
ASGNet 2020.10	64.4	59.3	-	-	-	-	-
ASGNet 2022.03	64.4	-	64.6	71.3	64.2	57.3	75.2
HSNet 2022.03	64.3	-	63.5	70.9	61.2	60.6	78.2
CyCTR 2022.03	64.3	-	69.3	72.7	56.5	58.6	72.9
CyCTR 2022.03	64.2	-	67.8	72.8	58	58	-
HSNet 2022.03	64	-	64.3	70.7	60.3	60.5	76.7
ASGNet 2020.10	63.9	59.3	-	-	-	-	-
ASGNet 2022.03	63.9	-	63.4	70.6	64.2	57.4	74.2
CWT 2020.10	63.7	56.4	-	-	-	-	-
CMN 2020.10	63.7	62.8	-	-	-	-	-
CWT 2022.03	63.7	-	61.3	68.5	68.5	56.6	-
MMNet 2020.10	63.4	61.8	-	-	-	-	-
SCL 2020.10	62.9	61.8	-	-	-	-	-
SAGNN 2020.10	62.8	62.1	-	-	-	-	-
PFENet 2020.10	61.9	60.8	-	-	-	-	-
PFENet 2022.03	61.9	-	63.1	70.7	55.8	57.9	73.9
PFENet 2020.10	61.4	60.1	-	-	-	-	-
PFENet 2022.03	61.4	-	62.8	70.4	54.9	57.6	73.5
PFENet 2022.03	60.8	-	61.7	69.5	55.4	56.3	73.3
DAN 2022.03	60.5	-	57.9	69	60.1	54.9	72.3
PFENet 2022.03	60.1	-	60.5	69.4	54.4	55.9	72.9
FWB 2022.03	59.9	-	54.8	67.4	62.2	55.3	-
RePRI 2022.03	59.7	-	59.8	68.3	62.1	48.5	-
RePRI 2022.03	59.4	-	59.6	68.6	62.2	47.2	-
ASGNet 2022.03	59.3	-	58.8	67.9	56.8	53.7	69.2
PANet 2022.03	59.3	-	55.3	67.2	61.3	53.2	-
ASGNet 2022.03	59.3	-	59.8	67.4	55.6	54.4	71.7
DAN 2022.03	58.2	-	54.7	68.6	57.8	51.6	71.9
CWT 2022.03	58	-	56.9	65.2	61.2	48.8	-
CWT 2022.03	56.4	-	56.3	62	59.9	47.2	-
FWB 2022.03	56.2	-	51.3	64.5	56.7	52.2	-
PANet 2020.10	55.7	48.1	-	-	-	-	-
PANet 2022.03	49.1	-	44	57.5	50.8	44	-
baseline 2022.06	-	-	-	-	-	-	77.11
baseline 2022.06	-	-	-	-	-	-	80.56
baseline + SVF 2022.06	-	-	-	-	-	-	78.86
baseline + SVF 2022.06	-	-	-	-	-	-	82.66
PFENet 2022.06	-	-	-	-	-	-	77.35
PFENet 2022.06	-	-	-	-	-	-	82.3
PFENet + SVF 2022.06	-	-	-	-	-	-	79.07
PFENet + SVF 2022.06	-	-	-	-	-	-	82.77
BAM 2022.06	-	-	-	-	-	-	81.1
BAM 2022.06	-	-	-	-	-	-	82.18
BAM + SVF 2022.06	-	-	-	-	-	-	80.13
BAM + SVF 2022.06	-	-	-	-	-	-	83.17