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Few-shot Semantic Segmentation on COCO-20^i v1.0

60.7mIoU (Overall)

DiffewS-n

Updated 3d ago

Evaluation Results

Method
DiffewS-n 2024.10	60.7	57.3	66.5	60.3	58.8	-
DCAMA 2024.10	58.3	55.4	60.3	59.9	57.5	-
HDMNet 2024.10	56	50.6	61.6	55.7	56	-
DiffewS 2024.10	56	52	63	54.5	54.3	-
DiffewS-n 2024.10	52.2	47.1	56.6	53.8	48.3	-
BAM 2024.10	51.2	49.3	54.2	51.6	49.6	-
DiffewS 2024.10	51.2	47.7	56.4	51.9	48.7	-
DCAMA 2024.10	50.9	49.5	52.7	52.8	48.7	-
HSNet-HM 2022.03	50.6	46.5	55.2	51.8	48.9	72.9
ASNet-HM 2022.03	50.6	47.7	51.6	52.1	50.8	73.3
HDMNet 2024.10	50	43.8	55.3	51.6	49.4	-
ASNet 2022.03	49.5	48	52.1	49.7	48.2	72.7
HSNet 2022.03	49.5	45.9	53	51.8	47.1	72.4
ASNet 2022.03	49.5	48	52.1	49.7	48.2	72.7
HSNet 2024.10	49.5	45.9	53	51.8	47.1	-
HSNet-HM 2022.03	49.4	45.3	53.1	52.1	47	72.2
ASNet-HM 2022.03	48.4	46.3	50.2	48.4	48.6	72.2
VAT-HM 2022.03	48.3	45.2	51	50.7	46.4	71.8
VAT 2022.03	47.9	44.1	51.1	50.2	46.1	72.4
VAT 2024.10	47.9	44.1	51.1	50.2	46.1	-
HSNet 2022.03	46.9	43.3	51.3	48.2	45	70.7
HSNet-HM 2022.03	46.5	41.2	50	48.8	45.9	71.5
BAM 2024.10	46.2	43.4	50.6	47.5	43.4	-
ASNet-HM 2022.03	45.9	43.5	46.4	47.2	46.4	71.1
CyCTR 2022.03	45.6	41.1	48.9	45.2	47	-
CyCTR 2024.10	45.6	41.1	48.9	45.2	47	-
ASNet-HM 2022.03	44.7	42.8	46	44.8	45	70.4
HSNet-HM 2022.03	44.3	41	45.7	46.9	43.7	70.8
VAT-HM 2022.03	43.2	42.2	43.3	45	42.2	70
ASNet 2022.03	43.1	41.8	45.4	43.2	41.9	69.4
PFENet 2022.03	42.7	40.4	46.8	43.2	40.5	65.8
ASGNet 2022.03	42.5	-	-	-	-	67
IMR-HSNet 2023.03	42.4	39.5	43.8	42.4	44.1	-
ASNet 2022.03	42.2	41.5	44.1	42.8	40.6	69.4
RePRI 2022.03	41.6	39.3	45.4	39.7	41.8	-
VAT 2022.03	41.3	39	43.8	42.6	39.7	68.8
VAT 2024.10	41.3	39	43.8	42.6	39.7	-
HSNet 2022.03	41.2	37.2	44.1	42.4	41.3	69.1
HSNet 2024.10	41.2	37.2	44.1	42.4	41.3	-
CyCTR 2022.03	40.3	38.9	43	39.6	39.8	-
CyCTR 2024.10	40.3	38.9	43	39.6	39.8	-
HSNet 2022.03	39.2	36.3	43.1	38.7	38.7	68.2
HSNet 2023.03	39.2	36.3	43.1	38.7	38.7	-
PFENet 2022.03	39	36.5	43.3	37.8	38.4	-
PFENet 2022.03	38.5	36.8	41.8	38.7	36.7	63
IMR-HSNet 2023.03	37.7	34.9	38.8	37	40.1	-
SS-PFENet 2023.03	37.5	35.6	39.2	37.6	37.3	-
Wu et al. 2023.03	37.5	34.9	41	37.2	37	-
SAGNN 2023.03	37.3	35	40.5	37.6	36	-
PFENet 2023.03	36.3	35.4	38.1	36.8	34.7	-
PFENet 2022.03	35.8	36.5	38.6	34.5	33.8	-
RPMM 2022.03	35.5	33.8	42	33	33.3	-
ASGNet 2022.03	34.6	-	-	-	-	60.4
ASGNet 2023.03	34.6	-	-	-	-	-
PMM 2022.03	34.3	33	40.6	30.3	33.3	-
RePRI 2022.03	34.1	32	38.7	32.7	33.1	-
RePRI 2023.03	34	31.2	38.1	33.3	33	-
Yang et al. 2023.03	33.9	46.8	35.3	26.2	27.1	-
CWT 2023.03	32.9	32.2	36	31.6	31.6	-
ASR 2023.03	32.6	29.9	35	31.9	33.5	-
RPMM 2022.03	30.6	29.5	36.8	28.9	27	-
PMM 2022.03	29.6	29.3	34.8	27.1	27.3	-
DAN 2022.03	29.6	-	-	-	-	63.9
SS-PANet 2023.03	26.2	29.8	21.2	26.5	28.5	-
DAN 2022.03	24.4	-	-	-	-	62.3
FWB 2022.03	23.7	19.1	21.5	23.9	30.1	-
FWB 2022.03	21.2	17	18	21	28.9	-
Lee et al. 2023.03	17	24.2	12.9	17	14	-
Siam et al. 2023.03	15	-	-	-	-	-
PANet 2023.03	8	12.7	8.7	5.9	4.8	-