Scene Classification on UC Merced
99.12PrecisionDynamicVis-L
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DynamicVis-LParams. (M)=91.32025.03 | 99.12 | 99.1 | 99.09 | |
| DynamicVis-BParams. (M)=36.82025.03 | 99.09 | 99.05 | 99.05 | |
| DynamicVis-B†Params. (M)=36.82025.03 | 96.8 | 96.66 | 96.66 | |
| DynamicVis-L†Params. (M)=91.32025.03 | 96.59 | 96.5 | 96.47 | |
| DynamicVis-L‡Params. (M)=91.32025.03 | 96.34 | 96.2 | 96.16 | |
| DynamicVis-B‡Params. (M)=36.82025.03 | 95.97 | 95.89 | 95.88 | |
| RSMamba-HParams. (M)=33.12025.03 | 95.47 | 95.23 | 95.25 | |
| RSMamba-LParams. (M)=16.22025.03 | 95.03 | 94.76 | 94.74 | |
| RSMamba-BParams. (M)=6.42025.03 | 94.14 | 93.97 | 93.88 | |
| VMamba-TParams. (M)=30.02025.03 | 93.14 | 92.85 | 92.81 | |
| ResNet-101Params. (M)=44.62025.03 | 92.4 | 92.22 | 92.12 | |
| ResNet-50Params. (M)=25.62025.03 | 91.99 | 91.74 | 91.65 | |
| ViT-LParams. (M)=305.02025.03 | 91.98 | 91.32 | 91.26 | |
| Swin-BParams. (M)=86.82025.03 | 91.85 | 91.74 | 91.62 | |
| ViT-BParams. (M)=87.22025.03 | 91.09 | 90.79 | 90.77 | |
| Swin-SParams. (M)=48.92025.03 | 91.08 | 90.95 | 90.82 | |
| Swin-TParams. (M)=27.52025.03 | 90.87 | 90.63 | 90.4 | |
| DeiT-BParams. (M)=85.82025.03 | 89.14 | 88.73 | 88.7 | |
| Vim-Ti†Params. (M)=7.02025.03 | 89.06 | 88.73 | 88.68 | |
| DeiT-SParams. (M)=21.72025.03 | 88.95 | 88.41 | 88.41 | |
| ResNet-18Params. (M)=11.72025.03 | 87.98 | 87.46 | 87.4 | |
| DeiT-TParams. (M)=5.52025.03 | 86.92 | 86.66 | 86.53 |