Multi-label Image Recognition with Partial Labels on Pascal VOC 2007 benchmark leaderboard · SOTA2 Research

Multi-label Image Recognition with Partial Labels on Pascal VOC 2007

85.7mAP (IoU=0.10)DSRB

Evaluation Results

Method	Links
DSRB2022.05		85.7	89.8	91.8	92	92.3	92.7	92.9	93.1	93.2	91.5	88.3	86
HST2022.05		84.3	89.1	90.5	91.6	92.1	92.4	92.5	92.8	92.8	90.9	—	—
ASL2022.05		82.9	88.6	90	91.2	91.7	92.2	92.4	92.5	92.6	90.5	41	40.9
ASL2022.05		82.9	88.6	90	91.2	91.7	92.2	92.4	92.5	92.6	90.5	—	—
P-GCN2022.05		82.5	85.4	88.2	89.8	90	90.9	91.6	92.5	93.1	89.3	—	—
P-GCN2022.05		82.5	85.4	88.2	89.8	90	90.9	91.6	92.5	93.1	89.3	—	—
SST2022.05		81.5	89	90.3	91	91.6	92	92.5	92.6	92.7	90.4	—	—
KGGR2022.05		81.3	88.1	89.9	90.4	91.2	91.3	91.5	91.6	91.8	89.7	86.5	84.7
KGGR2022.05		81.3	88.1	89.9	90.4	91.2	91.3	91.5	91.6	91.8	89.7	—	—
Partial BCE2022.05		80.7	88.4	89.9	90.7	91.2	91.8	92.3	92.4	92.5	90	87.9	84.8
Partial BCE2022.05		80.7	88.4	89.9	90.7	91.2	91.8	92.3	92.4	92.5	90	—	—
SSGRL2022.05		77.7	87.6	89.9	90.7	91.4	91.8	92	92.2	92.2	89.5	87.7	84.5
SSGRL2022.05		77.7	87.6	89.9	90.7	91.4	91.8	92	92.2	92.2	89.5	—	—
GCN-ML2022.05		74.5	87.4	89.7	90.7	91	91.3	91.5	91.8	92	88.9	87.3	84.6
GCN-ML2022.05		74.5	87.4	89.7	90.7	91	91.3	91.5	91.8	92	88.9	—	—
CL2022.05		44.7	76.8	88.6	90.2	90.7	91.1	91.6	91.7	91.9	84.1	83.8	75.4
CL2022.05		44.7	76.8	88.6	90.2	90.7	91.1	91.6	91.7	91.9	84.1	—	—