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MLRSNet dataset and benchmarks · SOTA2 Research

Research Datasets

MLRSNet

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image Classification

MLRSNet

81.1Accuracy

60

Image Classification

MLRSNet (test)

85.22Top-1 Accuracy

28

Multi-Label Recognition

MLRSNet

58.76mAP

10

Base-to-new generalization

MLRSNet

86.9Base Set Score

8

Single-source domain generalization

MLRSNet v2

90.66Accuracy

8

Cross-dataset Generalization

MLRSNet (source)

65.91Accuracy

8

Remote-Sensing Image Classification

MLRSNet-OV GZSL

46.9F1@3

7

Hierarchical Multi-label Classification

MLRSNet

87.1AUPRC

4

Popular tasks

Image Classification Single-source Domain Generalization Hierarchical Multi-label Classification Multi-label recognition Base-to-New Generalization

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