Scene Classification on AID (P/R/F1)
96.4PrecisionDynamicVis-L
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DynamicVis-LParams. (M)=91.32025.03 | 96.4 | 96.29 | 96.28 | |
| DynamicVis-BParams. (M)=36.82025.03 | 96.16 | 96 | 96.04 | |
| DynamicVis-B†Params. (M)=36.82025.03 | 94.41 | 94.22 | 94.17 | |
| DynamicVis-L†Params. (M)=91.32025.03 | 94.2 | 93.96 | 93.96 | |
| DynamicVis-B‡Params. (M)=36.82025.03 | 94.11 | 93.82 | 93.81 | |
| DynamicVis-L‡Params. (M)=91.32025.03 | 94.08 | 93.82 | 93.79 | |
| RSMamba-HParams. (M)=33.12025.03 | 92.97 | 92.51 | 92.63 | |
| RSMamba-LParams. (M)=16.22025.03 | 92.31 | 91.75 | 91.9 | |
| RSMamba-BParams. (M)=6.42025.03 | 92.02 | 91.53 | 91.66 | |
| VMamba-TParams. (M)=30.02025.03 | 91.59 | 90.94 | 91.1 | |
| ResNet-101Params. (M)=44.62025.03 | 91.03 | 90.63 | 90.81 | |
| ViT-LParams. (M)=305.02025.03 | 90.19 | 88.86 | 89.17 | |
| Swin-BParams. (M)=86.82025.03 | 89.84 | 89.01 | 89.07 | |
| ResNet-50Params. (M)=25.62025.03 | 89.44 | 88.66 | 88.87 | |
| ViT-BParams. (M)=87.22025.03 | 89.39 | 88.65 | 88.86 | |
| ResNet-18Params. (M)=11.72025.03 | 88.7 | 88.17 | 88.3 | |
| Vim-Ti†Params. (M)=7.02025.03 | 87.76 | 86.98 | 87.13 | |
| Swin-SParams. (M)=48.92025.03 | 87.5 | 86.8 | 86.89 | |
| DeiT-BParams. (M)=85.82025.03 | 87.32 | 86.07 | 86.07 | |
| Swin-TParams. (M)=27.52025.03 | 86.49 | 85.66 | 85.77 | |
| DeiT-SParams. (M)=21.72025.03 | 85.88 | 85.19 | 85.34 | |
| DeiT-TParams. (M)=5.52025.03 | 85.23 | 84.52 | 84.52 |