Multi-label Recognition on VG-200 (test)
45.1Avg. OF1DSRB
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DSRBBackbone=ResNet-101, Resolution=448x4482022.05 | 45.1 | — | — | — | — | — | 37.7 | |
| SARBLabel Setting=Partial labels (10%-90% averaged)2022.03 | 45 | 45.6 | 70.1 | 33.2 | 56.8 | 27.8 | 37.4 | |
| KGGRLabel Setting=Partial labels (10%-90% averaged)2022.03 | 41.2 | 41.5 | 64.5 | 30.5 | 54.8 | 25.8 | 33.6 | |
| KGGRBackbone=ResNet-101, Resolution=448x4482022.05 | 41.2 | — | — | — | — | — | 33.6 | |
| GCN-MLLabel Setting=Partial labels (10%-90% averaged)2022.03 | 38.7 | 39.3 | 64.1 | 28.2 | 44.6 | 18.2 | 25.6 | |
| GCN-MLBackbone=ResNet-101, Resolution=448x4482022.05 | 38.7 | — | — | — | — | — | 25.6 | |
| SSGRLLabel Setting=Partial labels (10%-90% averaged)2022.03 | 37.8 | 39.7 | 69.9 | 25.9 | 45.3 | 18.3 | 26.1 | |
| SSGRLBackbone=ResNet-101, Resolution=448x4482022.05 | 37.8 | — | — | — | — | — | 26.1 | |
| partial-BCELabel Setting=Partial labels (10%-90% averaged)2022.03 | 36.1 | 39.8 | 69.7 | 24.6 | 44.3 | 18.1 | 25.7 | |
| Partial BCEBackbone=ResNet-101, Resolution=448x4482022.05 | 36.1 | — | — | — | — | — | 25.7 | |
| ASLBackbone=ResNet-101, Resolution=448x4482022.05 | 24.9 | — | — | — | — | — | 23.3 | |
| Curriculum labelingLabel Setting=Partial labels (10%-90% averaged)2022.03 | 23.6 | 28.4 | 66.4 | 15.4 | 20.4 | 7.6 | 10.9 | |
| CLBackbone=ResNet-101, Resolution=448x4482022.05 | 23.6 | — | — | — | — | — | 10.9 |