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Few-Shot Semantic Segmentation on COCO-20i

66.8mIoU

GF-SAM

Updated 3d ago

Evaluation Results

Method
GF-SAM 2024.10	66.8	-	-	-	-	-
Matcher 2024.10	60.7	-	-	-	-	-
GF-SAM 2024.10	58.7	-	-	-	-	-
DCAMA 2022.07	58.3	55.4	60.3	59.9	57.5	76.9
DGPNet 2021.10	57.9	-	-	-	-	-
AMFormer 2024.10	57.3	-	-	-	-	-
DGPNet 2021.10	56.2	-	-	-	-	-
HDMNet 2024.10	56	-	-	-	-	-
HSNet 2022.07	55.1	50.1	58.6	56.7	55.1	76.1
VRP-SAM 2024.10	53.9	-	-	-	-	-
Matcher 2024.10	52.7	-	-	-	-	-
DCAMA 2022.07	51.9	48	58	54.3	47.1	73.3
AMFormer 2024.10	51	-	-	-	-	-
DCAMA 2022.07	50.9	49.5	52.7	52.8	48.7	73.2
HDMNet 2024.10	50	-	-	-	-	-
HSNet 2022.07	49.5	45.9	53	51.8	47.1	72.4
HSNet 2021.10	49.5	-	-	-	-	-
HSNet 2024.10	49.5	-	-	-	-	-
DCAMA 2022.07	48.3	45.9	50.5	50.7	46	71.7
VAT 2024.10	47.9	-	-	-	-	-
HSNet 2022.07	47.3	43.6	49.9	49.4	46.4	72.5
HSNet 2021.10	46.9	-	-	-	-	-
DGPNet 2021.10	46.7	-	-	-	-	-
SCL 2022.07	45.6	41.1	48.9	45.2	47	-
CyCTR 2021.10	45.6	-	-	-	-	-
DGPNet 2021.10	45	-	-	-	-	-
MLC 2021.10	44.4	-	-	-	-	-
IMR-HSNet 2023.03	44.4	40.7	46	45	46	-
DCAMA 2022.07	43.5	41.5	46.2	45.2	41.3	69.9
DCAMA 2022.07	43.3	41.9	45.1	44.4	41.7	69.5
CMN 2021.10	43.1	-	-	-	-	-
DENet 2021.10	43	-	-	-	-	-
DENet 2021.10	42.8	-	-	-	-	-
PEFNet 2022.07	42.7	40.4	46.8	43.2	40.5	65.8
PFENet 2021.10	42.7	-	-	-	-	-
SAGNN 2021.10	42.7	-	-	-	-	-
ASGNet 2021.10	42.5	-	-	-	-	-
IMR-HSNet 2023.03	42.4	39.5	43.8	42.4	44.1	-
RePRI 2022.07	42.1	38.5	46.2	40	43.6	-
RePri 2021.10	42.1	-	-	-	-	-
CWT 2022.07	42	38.5	46.7	39.4	43.2	-
CANet 2021.10	42	-	-	-	-	-
CWT 2021.10	42	-	-	-	-	-
MFNet + SA 2021.10	41.9	-	-	-	-	-
MiningFSS 2021.10	41.4	-	-	-	-	-
CWT 2021.10	41.3	-	-	-	-	-
CWT 2021.10	41.3	-	-	-	-	-
VAT 2024.10	41.3	-	-	-	-	-
HSNet 2022.07	41.2	37.2	44.1	42.4	41.3	69.1
HSNet 2021.10	41.2	-	-	-	-	-
HSNet 2024.10	41.2	-	-	-	-	-
IMR-HSNet 2023.03	41.1	37.9	41.8	41.3	43.3	-
CyCTR* 2021.10	41	-	-	-	-	-
CANet 2021.10	40.8	-	-	-	-	-
MLC 2021.10	40.6	-	-	-	-	-
SCL 2022.07	40.3	38.9	43	39.6	39.8	-
CyCTR 2021.10	40.3	-	-	-	-	-
DAN 2022.07	39.9	38.9	40.5	41.5	38.7	63.9
SCL 2021.10	39.9	-	-	-	-	-
CMN 2021.10	39.3	-	-	-	-	-
MFNet 2021.10	39.2	-	-	-	-	-
HSNet 2021.10	39.2	-	-	-	-	-
TRFS 2022.07	38.9	35.4	41.7	42.3	36.1	-
PEFNet 2022.07	38.5	36.8	41.8	38.7	36.7	63
PFENet 2021.10	38.5	-	-	-	-	-
MFNet + SA 2021.10	37.5	-	-	-	-	-
PGNet 2021.10	37.5	-	-	-	-	-
MMNet 2021.10	37.4	-	-	-	-	-
MMNet 2021.10	37.2	-	-	-	-	-
SAGNN 2021.10	37.2	-	-	-	-	-
DAN 2022.07	37	36.4	38.6	37.5	35.4	62.3
SCL 2021.10	37	-	-	-	-	-
PPNet 2022.07	36.7	48.9	31.4	36	30.6	-
PPNet 2021.10	36.7	-	-	-	-	-
PGNet 2021.10	36.7	-	-	-	-	-
MLC 2021.10	36.4	-	-	-	-	-
PPNet(w/o U) 2021.10	36.2	-	-	-	-	-
PPNet 2021.10	36.2	-	-	-	-	-
CyCTR* 2021.10	35.7	-	-	-	-	-
RPMM 2022.07	35.5	33.8	42	33	33.3	-
RPMM 2021.10	35.5	-	-	-	-	-
MiningFSS 2021.10	35.1	-	-	-	-	-
MFNet 2021.10	34.9	-	-	-	-	-
ASGNet 2021.10	34.6	-	-	-	-	-
PMM 2022.07	34.3	33	40.6	30.3	33.3	-
RePRI 2022.07	34	31.2	38.1	33.3	33	-
RePri 2021.10	34	-	-	-	-	-
MLC 2021.10	33.9	-	-	-	-	-
PANet 2021.10	33.8	-	-	-	-	-
TRFS 2022.07	33.6	31.8	34.9	36.4	31.4	-
CWT 2021.10	32.9	-	-	-	-	-
CWT 2021.10	32.9	-	-	-	-	-
CWT 2022.07	32.4	30.3	36.6	30.5	32.2	-
CWT 2021.10	32.4	-	-	-	-	-
RPMM 2022.07	30.6	29.5	36.8	28.9	27	-
RPMM 2021.10	30.6	-	-	-	-	-
PMM 2022.07	29.6	29.3	34.8	27.1	27.3	-
CyCTR 2022.07	29.6	-	-	-	-	-
DAN 2021.10	29.6	-	-	-	-	-
VPI 2021.10	27.8	-	-	-	-	-

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