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Multi-label image recognition on Pascal VOC 2007

93.3mAP @ 10% Threshold

DualCoOp + TaI-DPT

Updated 4d ago

Evaluation Results

Method	Links
DualCoOp + TaI-DPT 2022.11		93.3	94.6	94.8	94.9	95.1	95	95.1	95.3	95.5	94.8
DualCoOp 2022.11		91.4	93.8	93.8	94.3	94.6	94.7	94.8	94.9	94.9	94.1
DualCoOp 2022.11		90.3	92.2	92.8	93.3	93.6	93.9	94	94.1	94.2	93.2
DSRB 2022.05		85.7	89.8	91.8	92	92.3	92.7	92.9	93.1	93.2	91.5
SARB 2022.11		83.5	88.6	90.7	91.4	91.9	92.2	92.6	92.8	92.9	90.7
ASL 2022.05		82.9	88.6	90	91.2	91.7	92.2	92.4	92.5	92.6	90.5
P-GCN 2022.05		82.5	85.4	88.2	89.8	90	90.9	91.6	92.5	93.1	89.3
SST 2021.12		81.5	89	90.3	91	91.6	92	92.5	92.6	92.7	90.4
KGGR 2021.12		81.3	88.1	89.9	90.4	91.2	91.3	91.5	91.6	91.8	89.7
KGGR 2022.05		81.3	88.1	89.9	90.4	91.2	91.3	91.5	91.6	91.8	89.7
Partial BCE 2021.12		80.7	88.4	89.9	90.7	91.2	91.8	92.3	92.4	92.5	90
Partial BCE 2022.05		80.7	88.4	89.9	90.7	91.2	91.8	92.3	92.4	92.5	90
SSGRL 2021.12		77.7	87.6	89.9	90.7	91.4	91.8	92	92.2	92.2	89.5
SSGRL 2022.05		77.7	87.6	89.9	90.7	91.4	91.8	92	92.2	92.2	89.5
GCN-ML 2021.12		74.5	87.4	89.7	90.7	91	91.3	91.5	91.8	92	88.9
GCN-ML 2022.05		74.5	87.4	89.7	90.7	91	91.3	91.5	91.8	92	88.9
Curriculum labeling 2021.12		44.7	76.8	88.6	90.2	90.7	91.1	91.6	91.7	91.9	84.1
CL 2022.05		44.7	76.8	88.6	90.2	90.7	91.1	91.6	91.7	91.9	84.1