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Few-shot semantic segmentation on COCO-20i (4-fold cross-validation)

49.26mIoU (Fold 0)

BAM

Updated 3d ago

Evaluation Results

Method	Links
BAM 2022.03		49.26	54.2	51.63	49.55	51.16	-
BAM 2022.03		47.02	52.62	48.59	49.11	49.34	-
Baseline 2022.03		46.98	51.87	49.49	47.81	49.04	-
Baseline 2022.03		45.93	48.88	47.87	46.96	47.41	-
HSNet 2021.04		45.9	53	51.8	47.1	49.5	72.4
BAM 2022.03		43.41	50.59	47.49	43.42	46.23	-
HSNet 2021.04		43.3	51.3	48.2	45	46.9	70.7
HSNet 2022.03		43.3	51.3	48.2	45	46.9	-
Baseline 2022.03		41.92	45.35	43.86	41.24	43.09	-
PFENet 2021.04		40.4	46.8	43.2	40.5	42.7	65.8
RePRI 2021.04		39.3	45.4	39.7	41.8	41.6	-
PPNet 2021.04		39	40.8	37.1	37.3	38.5	-
BAM 2022.03		38.96	47.04	46.41	41.57	43.5	-
Baseline 2022.03		38.42	43.75	44.32	39.84	41.58	-
PFENet 2022.03		38.2	42.5	41.8	38.9	40.4	-
HSNet 2021.04		37.2	44.1	42.4	41.3	41.2	69.1
PFENet 2021.04		36.8	41.8	38.7	36.7	38.5	63
PFENet 2021.04		36.5	38.6	34.5	33.8	35.8	-
PFENet 2021.04		36.5	43.3	37.8	38.4	39	-
HSNet 2021.04		36.3	43.1	38.7	38.7	39.2	68.2
HSNet 2022.03		36.3	43.1	38.7	38.7	39.2	-
PFENet 2022.03		35.4	38.1	36.8	34.7	36.3	-
RPMM 2021.04		33.8	42	33	33.3	35.5	-
PMM 2021.04		33	40.6	30.3	33.3	34.3	-
HFA 2022.03		32.69	42.12	30.35	36.19	35.34	-
RePRI 2021.04		32	38.7	32.7	33.1	34.1	-
PRNet 2022.03		31.18	36.54	31.54	32	32.82	-
DAN 2021.04		29.6	-	-	-	-	63.9
RPMM 2021.04		29.5	36.8	28.9	27	30.6	-
PMM 2021.04		29.3	34.8	27.1	27.3	29.6	-
HFA 2022.03		28.65	36.02	30.16	33.28	32.03	-
PPNet 2021.04		28.1	30.8	29.5	27.7	29	-
PRNet 2022.03		27.46	32.99	26.7	28.98	29.03	-
DAN 2021.04		24.4	-	-	-	-	62.3
FWB 2022.03		20.94	19.24	21.94	28.39	22.63	-
FWB 2021.04		19.1	21.5	23.9	30.1	23.7	-
FWB 2022.03		18.35	16.72	19.59	25.43	20.02	-
FWB 2021.04		17	18	21	28.9	21.2	-
ASGNet 2022.03		-	-	-	-	34.56	-
ASGNet 2022.03		-	-	-	-	42.48	-