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ResearchFormerly WizWand

Scene Classification on RESISC-45 (test)

96.32OASkySense
87.251289.605691.9694.3144Dec 15, 2023Feb 28, 2024May 13, 2024Jul 28, 2024Oct 11, 2024Dec 25, 2024Mar 11, 2025
Updated 6mo ago

Evaluation results

MethodLinks
SkySenseTraining Ratio=20%2023.1296.32
RVSATraining Ratio=20%2023.1295.69
RingMo+Training Ratio=20%2023.1295.67
CMIDTraining Ratio=20%2023.1295.53
Scale-MAETraining Ratio=20%2023.1295.04
WiGNetApproach=ViG2025.0395
SkySenseTraining Ratio=10%2023.1294.85
SatLasTraining Ratio=20%2023.1294.7
GFMTraining Ratio=20%2023.1294.64
RingMo+Training Ratio=10%2023.1294.25
SatMAETraining Ratio=20%2023.1294.1
CMIDTraining Ratio=10%2023.1294.05
Isotropic ViGApproach=ViG2025.0394
Pyramid ViGApproach=ViG2025.0394
RVSATraining Ratio=10%2023.1293.93
TOYTraining Ratio=20%2023.1293.79
GASSLTraining Ratio=20%2023.1293.06
ResNet-18Approach=CNN2025.0393
SeCoTraining Ratio=20%2023.1292.91
GFMTraining Ratio=10%2023.1292.73
Scale-MAETraining Ratio=10%2023.1292.63
SatLasTraining Ratio=10%2023.1292.16
i-WiViGApproach=Ours2025.0392
CACOTraining Ratio=20%2023.1291.94
SatMAETraining Ratio=10%2023.1291.72
SSL4EOTraining Ratio=20%2023.1291.27
BagNetApproach=CNN2025.0391
TOYTraining Ratio=10%2023.1290.97
GASSLTraining Ratio=10%2023.1290.86
SeCoTraining Ratio=10%2023.1289.64
CACOTraining Ratio=10%2023.1288.28
SSL4EOTraining Ratio=10%2023.1287.6