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OpenSARShip dataset and benchmarks · SOTA2 Research

Research Datasets

OpenSARShip

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Federated Learning Image Classification

OpenSARShip

93.09ACC

99

Backdoor Attack Robustness

OpenSARShip (test)

5.35ASR

90

Image Classification

OpenSARShip (test)

63.41F1-score

23

Super-Resolution

OpenSARShip (test)

44.31PSNR

21

Generalized Category Discovery

OpenSARShip

48.05Accuracy (All)

15

Generalized Category Discovery

OpenSARShip (Inductive)

46.56Accuracy (All)

15

SAR Ship Classification

OpenSARShip 9-class

70.39F1 Score (9-class)

12

SAR Ship Classification

OpenSARShip 4-class

69.36F1-score

12

SAR Ship Classification

OpenSARShip 2-class

0.741F1-score

12

OpenSARShip

86.94Macro F1

9

SAR target classification

OpenSARShip

76.42Accuracy

7

SAR Ship Classification

OpenSARShip

295.41FLOPs (M)

6

SAR Ship Classification

OpenSARShip

61.95F1-score (LR)

4

Popular tasks

SAR Ship Classification Generalized Category Discovery Super-Resolution Image Classification Classification

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