# SAR Image Recognition on MSTAR N-Shot 20-shot (test) Source: [SAR Image Recognition on MSTAR N-Shot 20-shot (test)]() Collection index: [llms.txt]() Data updated: 2026-04-03T08:49:00.334Z Evaluation of SAR Image Recognition performance on the MSTAR dataset utilizing a 20-shot few-shot learning setup on the test split. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | SAR Image Recognition | | Dataset (including any stated split) | MSTAR N-Shot 20-shot (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | ResNet18 | 59.51 | Not recorded | 69cf49b10636e5bf4afcdaff | | ResNet50 | 58.53 | Not recorded | 69cf49b10636e5bf4afcdaff | | AlexNet | 57.64 | Not recorded | 69cf49b10636e5bf4afcdaff | | Cross-HL | 57.31 | Not recorded | 69cf49b10636e5bf4afcdaff | | VGG16 | 55.26 | Not recorded | 69cf49b10636e5bf4afcdaff | | Light-ResKAN | 54.53 | Not recorded | 69cf49b10636e5bf4afcdaff | | ConvNeXt | 51.37 | Not recorded | 69cf49b10636e5bf4afcdaff | | WaveKAN | 49.11 | Not recorded | 69cf49b10636e5bf4afcdaff | | ASANet | 47.58 | Not recorded | 69cf49b10636e5bf4afcdaff | | MACN | 45.33 | Not recorded | 69cf49b10636e5bf4afcdaff | | ResKAGNet | 43.23 | Not recorded | 69cf49b10636e5bf4afcdaff | | SpectralKAN | 29.07 | Not recorded | 69cf49b10636e5bf4afcdaff | ### ResNet18 Accuracy: 59.51. Result ID: 69cf7ede47f34ce924b97960. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResNet50 Accuracy: 58.53. Result ID: 69cf7ede47f34ce924b97961. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AlexNet Accuracy: 57.64. Result ID: 69cf7ede47f34ce924b9795e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Cross-HL Accuracy: 57.31. Result ID: 69cf7ede47f34ce924b97964. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VGG16 Accuracy: 55.26. Result ID: 69cf7ede47f34ce924b9795f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Light-ResKAN Accuracy: 54.53. Result ID: 69cf7ede47f34ce924b97969. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ConvNeXt Accuracy: 51.37. Result ID: 69cf7ede47f34ce924b97962. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WaveKAN Accuracy: 49.11. Result ID: 69cf7ede47f34ce924b97967. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ASANet Accuracy: 47.58. Result ID: 69cf7ede47f34ce924b97965. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MACN Accuracy: 45.33. Result ID: 69cf7ede47f34ce924b97963. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResKAGNet Accuracy: 43.23. Result ID: 69cf7ede47f34ce924b97968. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SpectralKAN Accuracy: 29.07. Result ID: 69cf7ede47f34ce924b97966. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.