Image Classification on UAV-M100
95.64AccuracyHSCP+Mixup
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| HSCP+MixupBackbone=MobileNet-V22025.12 | 95.64 | 3.6 | 0.5 | 77.58 | 62.81 | 77.33 | 513.9 | — | |
| HSCP+MixupBackbone=ResNet182025.12 | 94.11 | 1.49 | 1.52 | 86.39 | 241.58 | 84.44 | 254.65 | — | |
| PSRBackbone=MobileNet-V22025.12 | 92.51 | 0.47 | 0.85 | 61.88 | 118.71 | 57.15 | 780.78 | — | |
| HSCP+MixupBackbone=ShuffleNet-V2-1.02025.12 | 92.25 | 3.67 | 0.26 | 79.37 | 27.99 | 79.22 | 265.66 | — | |
| HRankBackbone=ResNet182025.12 | 92.1 | -0.52 | 2.8 | 74.93 | 397.94 | 74.36 | 459.49 | — | |
| HSCPBackbone=ResNet182025.12 | 91.62 | -1 | 1.52 | 86.39 | 241.58 | 84.44 | 254.65 | — | |
| RandomBackbone=ResNet182025.12 | 91.61 | -1.01 | 4.9 | 56.13 | 722.28 | 53.47 | 824.98 | — | |
| PSRBackbone=ResNet182025.12 | 91.61 | -1.01 | 2.1 | 81.2 | 533.96 | 65.6 | 334.66 | — | |
| RandomBackbone=MobileNet-V22025.12 | 91.27 | -0.77 | 1.01 | 54.71 | 84.98 | 69.32 | 513.3 | — | |
| HSCPBackbone=MobileNet-V22025.12 | 91.21 | -0.83 | 0.5 | 77.58 | 62.81 | 77.33 | 513.9 | — | |
| Sr-initBackbone=MobileNet-V22025.12 | 91.14 | -0.01 | 0.8 | 64.25 | 92.1 | -66.46 | 992.998 | — | |
| Sr-initBackbone=ShuffleNet-V2-1.02025.12 | 90.89 | 2.31 | 0.76 | 39.68 | 76.3 | 43.36 | 259.3 | — | |
| Sr-initBackbone=ResNet182025.12 | 90.67 | -1.95 | 2.15 | 80.75 | 542.42 | 65.06 | 412.22 | — | |
| HRankBackbone=MobileNet-V22025.12 | 90.67 | -1.37 | 1.16 | 47.98 | 182.61 | 34.08 | 1,471.24 | — | |
| PSRBackbone=ShuffleNet-V2-1.02025.12 | 88.88 | 0.3 | 0.84 | 33.33 | 77.02 | 42.83 | 251.39 | — | |
| HRankBackbone=ShuffleNet-V2-1.02025.12 | 88.2 | -0.38 | 0.8 | 36.51 | 82.44 | 38.81 | 591.88 | — | |
| HSCPBackbone=ShuffleNet-V2-1.02025.12 | 86.97 | -1.61 | 0.26 | 79.37 | 27.99 | 79.22 | 265.66 | — | |
| RandomBackbone=ShuffleNet-V2-1.02025.12 | 83.92 | -4.66 | 0.75 | 40.48 | 53.32 | 60.42 | 258.42 | — |