Image Classification on SoyAgeing
90.6Top-1 Accuracy (R1)DHCNet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DHCNetBackbone=Swin-B2026.04 | 90.6 | 90.7 | 91.9 | 91.9 | 84.7 | 90 | — | |
| FDCL-DABackbone=Swin-B2026.04 | 86.4 | 86 | 87.7 | 86.8 | 78.9 | 85.1 | — | |
| GAEorBackbone=Swin-B2026.04 | 85.7 | 88.8 | 90.2 | 88.9 | 77.9 | 86.4 | — | |
| DHCNetBackbone=ResNet-502026.04 | 84.2 | 85.6 | 86.8 | 84.6 | 71.6 | 82.6 | — | |
| CSDNetBackbone=Swin-B2026.04 | 83.8 | 85.2 | 85.2 | 84.9 | 76.9 | 83.2 | — | |
| CSDNetBackbone=Swin-B2026.04 | 83.8 | 85.2 | 85.2 | 84.9 | 76.9 | 83.2 | — | |
| CSDNetBackbone=ResNet-502026.04 | 81.9 | 77.5 | 81.8 | 79.7 | 69.2 | 78 | — | |
| CLE-ViTBackbone=Swin-B2026.04 | 80.8 | 83.3 | 84.2 | 86.4 | 76 | 82.1 | — | |
| CLE-ViTBackbone=Swin-B2026.04 | 80.8 | 83.3 | 84.2 | 86.4 | 76 | 82.1 | — | |
| MaskCOVBackbone=ResNet-502026.04 | 79.8 | 74.7 | 79.6 | 78.3 | 67 | 75.9 | — | |
| MaskCOVBackbone=ResNet-502026.04 | 79.8 | 74.7 | 79.6 | 78.3 | 67 | 75.9 | — | |
| Mix-ViTBackbone=ViT-B&R502026.04 | 79.3 | 77.2 | 78 | 79.2 | 67.9 | 76.3 | — | |
| DCLBackbone=ResNet-502026.04 | 76.9 | 73.8 | 76.2 | 76.2 | 62.9 | 73.2 | — | |
| DCLBackbone=ResNet-502026.04 | 76.9 | 73.8 | 76.2 | 76.2 | 62.9 | 73.2 | — | |
| FDCL-DABackbone=ResNet-502026.04 | 76.4 | 76.2 | 79.1 | 82.8 | 70.1 | 76.9 | — | |
| FDCL-DABackbone=ResNet-502026.04 | 76.4 | 76.2 | 79.1 | 82.8 | 70.1 | 76.9 | — | |
| TransFGBackbone=ViT-B2026.04 | 75 | 74.6 | 74.2 | 76.2 | 60.8 | 72.2 | — | |
| TransFGBackbone=ViT-B2026.04 | 75 | 74.6 | 74.2 | 76.2 | 60.8 | 72.2 | — | |
| DeiTBackbone=ViT-B2026.04 | 73 | 70.4 | 69.1 | 74.7 | 60.5 | 69.5 | — | |
| DeiTBackbone=ViT-B2026.04 | 73 | 70.4 | 69.1 | 74.7 | 60.5 | 69.5 | — | |
| BYOLBackbone=ResNet-502026.04 | 71.1 | 66.2 | 66.2 | 64.7 | 56.1 | 64.8 | — | |
| SIM-OFEBackbone=ViT-B2026.04 | 69.9 | 73.2 | 73.1 | 73.9 | 63.2 | 70.7 | — | |
| SIM-OFEBackbone=ViT-B2026.04 | 69.9 | 73.2 | 73.1 | 73.9 | 63.2 | 70.7 | — | |
| ADLBackbone=ResNet-502026.04 | 66.7 | 58.9 | 64.8 | 68.5 | 49.7 | 61.7 | — | |
| SimCLRBackbone=ResNet-502026.04 | 53.6 | 45.7 | 45.4 | 50.4 | 35.9 | 46.2 | — | |
| SimCLRBackbone=ResNet-502026.04 | 53.6 | 45.7 | 45.4 | 50.4 | 35.9 | 46.2 | — | |
| ADLBackbone=ResNet-502026.04 | — | — | — | — | — | — | 61.7 | |
| CLE-ViTBackbone=Swin-B2026.04 | — | — | — | — | — | — | 82.1 | |
| CSDNetBackbone=ResNet-502026.04 | — | — | — | — | — | — | 78 | |
| CSDNetBackbone=Swin-B2026.04 | — | — | — | — | — | — | 83.2 | |
| DCLBackbone=ResNet-502026.04 | — | — | — | — | — | — | 73.2 | |
| DeiTBackbone=ViT-B2026.04 | — | — | — | — | — | — | 69.5 | |
| FDCL-DABackbone=ResNet-502026.04 | — | — | — | — | — | — | 76.9 | |
| GAEorBackbone=Swin-B2026.04 | — | — | — | — | — | — | 86.4 | |
| ILABackbone=ViT-B2026.04 | — | — | — | — | — | — | 75 | |
| MaskCOVBackbone=ResNet-502026.04 | — | — | — | — | — | — | 75.9 | |
| Mix-ViTBackbone=ViT-B&R502026.04 | — | — | — | — | — | — | 76.3 | |
| SIM-OFEBackbone=ViT-B2026.04 | — | — | — | — | — | — | 34.8 | |
| SimCLRBackbone=ResNet-502026.04 | — | — | — | — | — | — | 64.7 | |
| TransFGBackbone=ViT-B2026.04 | — | — | — | — | — | — | 72.2 |