Multi-label Image Classification on NUS-WIDE (CF1/OF1 Top 3)
57.8CF1 (Top 3)SADCL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SADCLResolution=448x448, reproduced results=false2023.07 | 57.8 | 65.9 | 63 | 75 | 70.6 | |
| P-GCNResolution=448x448, reproduced results=false2023.07 | 57 | 62.8 | 60.4 | 73.4 | 69.1 | |
| CCD-R101Resolution=448x448, reproduced results=true2023.07 | 56.7 | 64.2 | 61.8 | 74.6 | 70 | |
| ADDGCNResolution=448x448, reproduced results=true2023.07 | 56.5 | 63.3 | 60.3 | 73.5 | 69.3 | |
| CADMResolution=448x448, reproduced results=false2023.07 | 56.3 | 62.8 | 60.7 | 74.1 | 70.6 | |
| TDRGResolution=448x448, reproduced results=true2023.07 | 56.1 | 63.5 | 60 | 73.8 | 69.5 | |
| MSRN2021.06 | 56.1 | 61.5 | 60.7 | 74 | 69.5 | |
| SSTResolution=448x448, reproduced results=false2023.07 | 55.9 | 63.5 | 59.6 | 73.2 | 68.8 | |
| MS-CMAScale=Multi-scale2021.06 | 55.7 | 61.4 | 60.5 | 73.8 | 69.5 | |
| CMA2021.06 | 55.5 | 60.8 | 60.4 | 73.3 | 70 | |
| ResNet-101Resolution=448x448, reproduced results=true2023.07 | 54.6 | 62.5 | 59.2 | 73.8 | 69.4 | |
| S-CLs2021.06 | 53.8 | 60.1 | 58.7 | 73.7 | 71.1 | |
| AT2021.06 | 51.7 | 57.6 | 55.2 | 70.3 | 68.8 | |
| CNN-RNNResolution=448x448, reproduced results=false2023.07 | 34.7 | — | — | — | 55.2 | |
| CNN-RNN2021.06 | 34.7 | 56.1 | — | — | 55.2 | |
| MulConResolution=448x448, reproduced results=false2023.07 | — | 63.9 | 61.8 | 74.8 | — |