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AID

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationAID (test)
Overall Accuracy95.27
208
Multi-label scene classificationAID-ML (test)
mAP (macro)72.18
105
Scene ClassificationAID TR=50%
Accuracy98.6
94
Scene ClassificationAID TR=20%
Accuracy97.49
93
Few-Shot ClassificationAID
Accuracy88.95
48
Scene ClassificationAID
Top-1 Acc95.45
47
ClassificationAID (test)
Top-1 Accuracy98.6
41
Image ClassificationAID
Accuracy93.1
26
Remote Sensing Scene ClassificationAID
Accuracy96.17
10
Scene ClassificationAID
OA74.7
7
Zero-shot ClassificationAID
Top-1 Accuracy76.33
7
Dataset DistillationAID
Training Time (h)13.36
5
Class-activation heatmap interpretability assessmentAID 8 sampled categories
Average Score2.625
5
Scene ClassificationAID RGB
Accuracy88.76
4
Scene ClassificationAID (test)
Top-1 Accuracy94.6
2
Remote Sensing Scene ClassificationAID (test)
Overall Accuracy74.7
1
Image GenerationAID
KID12.1
1
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