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Multi-label recognition on MS-COCO

78.6Overall F1 Score (OF1)

SARB

Updated 4d ago

Evaluation Results

Method
SARB 2022.03	78.6	-	-	-	-	74.8	-	-
SARB 2022.03	78.6	-	-	-	-	75.1	-	-
SARB 2022.03	78.1	-	-	-	-	74.3	-	-
SARB 2022.03	77.8	-	-	-	-	74	-	-
SSGRL 2022.03	77.2	-	-	-	-	73	-	-
SARB 2022.03	77.2	-	-	-	-	73.2	-	-
Curriculum labeling 2022.03	77.1	-	-	-	-	72.9	-	-
SSGRL 2022.03	76.9	-	-	-	-	72.6	-	-
Curriculum labeling 2022.03	76.9	-	-	-	-	72.4	-	-
partial-BCE 2022.03	76.8	-	-	-	-	72.6	-	-
partial-BCE 2022.03	76.8	-	-	-	-	72.6	-	-
partial-BCE 2022.03	76.7	-	-	-	-	72.4	-	-
SARB 2022.03	76.7	-	-	-	-	72.4	-	-
KGGR 2022.03	76.6	-	-	-	-	73	-	-
SARB 2022.03	76.5	-	-	-	-	72.2	-	-
GCN-ML 2022.03	76.4	-	-	-	-	72.5	-	-
partial-BCE 2022.03	76.4	-	-	-	-	72.2	-	-
SSGRL 2022.03	76.3	-	-	-	-	71.7	-	-
KGGR 2022.03	76.2	-	-	-	-	72.5	-	-
SSGRL 2022.03	76	-	-	-	-	71.5	-	-
SARB 2022.03	76	-	-	-	-	71.7	-	-
partial-BCE 2022.03	75.9	-	-	-	-	71.5	-	-
SST 2021.12	75.8	86.3	67.7	82.8	62.6	71.2	-	-
GCN-ML 2022.03	75.8	-	-	-	-	72.3	-	-
KGGR 2022.03	75.8	-	-	-	-	72.1	-	-
GCN-ML 2022.03	75.7	-	-	-	-	71.8	-	-
GCN-ML 2022.03	75.5	-	-	-	-	71.6	-	-
GCN-ML 2022.03	75.3	-	-	-	-	71.5	-	-
KGGR 2022.03	75.3	-	-	-	-	71.7	-	-
partial-BCE 2022.03	75.3	-	-	-	-	70.6	-	-
SSGRL 2022.03	75.2	-	-	-	-	70.3	-	-
KGGR 2022.03	75.1	-	-	-	-	70.7	-	-
KGGR 2022.03	75.1	-	-	-	-	71.5	-	-
SARB 2022.03	74.5	-	-	-	-	69.4	-	-
SSGRL 2022.03	74.3	-	-	-	-	68.2	-	-
Partial BCE 2021.12	74	86.7	64.7	83.1	58.9	68.8	-	-
partial-BCE 2022.03	74	-	-	-	-	68.8	-	-
SSGRL 2021.12	73.9	86.3	64.8	82.1	58.4	68.1	-	-
SSGRL 2022.03	73.9	-	-	-	-	68.1	-	-
Curriculum labeling 2022.03	73.8	-	-	-	-	66.8	-	-
KGGR 2021.12	73.7	84	65.6	81.4	60.9	69.7	-	-
KGGR 2022.03	73.7	-	-	-	-	69.7	-	-
partial-BCE 2022.03	73.6	-	-	-	-	68.5	-	-
GCN-ML 2022.03	73.2	-	-	-	-	68.5	-	-
GCN-ML 2021.12	73.1	85.2	64.2	81.8	58.9	68.4	-	-
GCN-ML 2022.03	73.1	-	-	-	-	68.1	-	-
SSGRL 2022.03	72.9	-	-	-	-	66.9	-	-
KGGR 2022.03	72.8	-	-	-	-	68.8	-	-
Curriculum labeling 2022.03	72.4	-	-	-	-	64.4	-	-
Curriculum labeling 2022.03	72.3	-	-	-	-	64.3	-	-
GCN-ML 2022.03	71.9	-	-	-	-	66.6	-	-
SSGRL 2022.03	71.6	-	-	-	-	64.3	-	-
SARB 2022.03	71.2	-	-	-	-	65	-	-
partial-BCE 2022.03	70.9	-	-	-	-	64.2	-	-
KGGR 2022.03	69.4	-	-	-	-	64.8	-	-
GCN-ML 2022.03	68.6	-	-	-	-	62.1	-	-
KGGR 2022.03	66.7	-	-	-	-	62.6	-	-
Curriculum labeling 2022.03	66.6	-	-	-	-	54.4	-	-
GCN-ML 2022.03	65.5	-	-	-	-	58.1	-	-
SSGRL 2022.03	64.7	-	-	-	-	54.3	-	-
partial-BCE 2022.03	64	-	-	-	-	54.6	-	-
Curriculum labeling 2021.12	61.9	87.8	51	60.9	40.4	48.3	-	-
Curriculum labeling 2022.03	61.9	-	-	-	-	48.3	-	-
Curriculum labeling 2022.03	55	-	-	-	-	32.4	-	-
Curriculum labeling 2022.03	33.8	-	-	-	-	3.7	-	-
Curriculum labeling 2022.03	29	-	-	-	-	3.7	-	-
SSGRL 2022.03	-	-	-	-	-	-	-	74.1
GCN-ML 2022.03	-	-	-	-	-	-	-	74.4
KGGR 2022.03	-	-	-	-	-	-	-	75.6
Curriculum labeling 2022.03	-	-	-	-	-	-	-	60.7
partial-BCE 2022.03	-	-	-	-	-	-	-	74.7
SARB 2022.03	-	-	-	-	-	-	-	77.9
SSGRL 2023.03	-	-	-	-	-	-	62.5	-
SSGRL 2023.03	-	-	-	-	-	-	70.5	-
SSGRL 2023.03	-	-	-	-	-	-	73.2	-
SSGRL 2023.03	-	-	-	-	-	-	74.5	-
SSGRL 2023.03	-	-	-	-	-	-	76.3	-
SSGRL 2023.03	-	-	-	-	-	-	76.5	-
SSGRL 2023.03	-	-	-	-	-	-	77.1	-
SSGRL 2023.03	-	-	-	-	-	-	77.9	-
SSGRL 2023.03	-	-	-	-	-	-	78.4	-
SSGRL 2023.03	-	-	-	-	-	-	74.1	-
GCN-ML 2023.03	-	-	-	-	-	-	63.8	-
GCN-ML 2023.03	-	-	-	-	-	-	70.9	-
GCN-ML 2023.03	-	-	-	-	-	-	72.8	-
GCN-ML 2023.03	-	-	-	-	-	-	74	-
GCN-ML 2023.03	-	-	-	-	-	-	76.7	-
GCN-ML 2023.03	-	-	-	-	-	-	77.1	-
GCN-ML 2023.03	-	-	-	-	-	-	77.3	-
GCN-ML 2023.03	-	-	-	-	-	-	78.3	-
GCN-ML 2023.03	-	-	-	-	-	-	78.6	-
GCN-ML 2023.03	-	-	-	-	-	-	74.4	-
SST 2023.03	-	-	-	-	-	-	68.1	-
SST 2023.03	-	-	-	-	-	-	73.5	-
SST 2023.03	-	-	-	-	-	-	75.9	-
SST 2023.03	-	-	-	-	-	-	77.3	-
SST 2023.03	-	-	-	-	-	-	78.1	-
SST 2023.03	-	-	-	-	-	-	78.9	-
SST 2023.03	-	-	-	-	-	-	79.2	-
SST 2023.03	-	-	-	-	-	-	79.6	-

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