Multi-label Classification on DGM4 Entire Dataset 1.0 (test)
92.48mAPCSCL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CSCLVenue=CVPR 252025.06 | 92.48 | 86.19 | 86.92 | |
| Wang et al.Venue=ICASSP'242025.06 | 91.42 | 83.6 | 84.38 | |
| LADLE-MMReduced Annotations=true2025.12 | 87.9 | 78.46 | 76.84 | |
| UFAFormerVenue=IJCV'242025.06 | 87.85 | 80.31 | 81.48 | |
| ViKIVenue=IF'242025.06 | 86.58 | 81.07 | 80.1 | |
| ViKIReduced Annotations=false, Public code release=false2025.12 | 86.58 | 81.07 | 80.1 | |
| HAMMER++Venue=TPAMI'242025.06 | 86.41 | 79.73 | 80.71 | |
| HAMMER++Reduced Annotations=false, Public code release=false2025.12 | 86.41 | 79.73 | 80.71 | |
| HAMMERVenue=CVPR 232025.06 | 86.22 | 79.37 | 80.37 | |
| VLP-GFReduced Annotations=false, Public code release=false2025.12 | 85.65 | 80.02 | 79.07 | |
| HAMMERReduced Annotations=true, Public code release=true2025.12 | 79.85 | 70.41 | 70.53 | |
| VILTVenue=ICML'212025.06 | 72.37 | 66.14 | 66 | |
| ViLTReduced Annotations=false2025.12 | 72.37 | 66.14 | 66 | |
| CLIPVenue=ICML'212025.06 | 66 | 59.52 | 62.31 | |
| CLIPReduced Annotations=false2025.12 | 66 | 59.52 | 62.31 |