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ResearchFormerly WizWand

OpenSARShip

Benchmarks

TaskDatasetSOTA 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