# SAR Image Recognition on MSTAR 10-shot N-Shot (test) Source: [SAR Image Recognition on MSTAR 10-shot N-Shot (test)]() Collection index: [llms.txt]() Data updated: 2026-04-03T08:49:00.304Z Evaluation of SAR Image Recognition performance on the 10-shot N-Shot test split of the MSTAR dataset, typically measured by Accuracy. 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 10-shot N-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 | 52.57 | Not recorded | 69cf49b10636e5bf4afcdaff | | ResNet50 | 51.26 | Not recorded | 69cf49b10636e5bf4afcdaff | | AlexNet | 46.95 | Not recorded | 69cf49b10636e5bf4afcdaff | | Cross-HL | 46.52 | Not recorded | 69cf49b10636e5bf4afcdaff | | VGG16 | 45.36 | Not recorded | 69cf49b10636e5bf4afcdaff | | Light-ResKAN | 43.68 | Not recorded | 69cf49b10636e5bf4afcdaff | | ConvNeXt | 38.02 | Not recorded | 69cf49b10636e5bf4afcdaff | | WaveKAN | 36.45 | Not recorded | 69cf49b10636e5bf4afcdaff | | ASANet | 33.96 | Not recorded | 69cf49b10636e5bf4afcdaff | | MACN | 30.93 | Not recorded | 69cf49b10636e5bf4afcdaff | | ResKAGNet | 29.64 | Not recorded | 69cf49b10636e5bf4afcdaff | | SpectralKAN | 24.34 | Not recorded | 69cf49b10636e5bf4afcdaff | ### ResNet18 Accuracy: 52.57. Result ID: 69cf7ede47f34ce924b97954. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResNet50 Accuracy: 51.26. Result ID: 69cf7ede47f34ce924b97955. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AlexNet Accuracy: 46.95. Result ID: 69cf7ede47f34ce924b97952. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Cross-HL Accuracy: 46.52. Result ID: 69cf7ede47f34ce924b97958. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VGG16 Accuracy: 45.36. Result ID: 69cf7ede47f34ce924b97953. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Light-ResKAN Accuracy: 43.68. Result ID: 69cf7ede47f34ce924b9795d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ConvNeXt Accuracy: 38.02. Result ID: 69cf7ede47f34ce924b97956. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WaveKAN Accuracy: 36.45. Result ID: 69cf7ede47f34ce924b9795b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ASANet Accuracy: 33.96. Result ID: 69cf7ede47f34ce924b97959. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MACN Accuracy: 30.93. Result ID: 69cf7ede47f34ce924b97957. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResKAGNet Accuracy: 29.64. Result ID: 69cf7ede47f34ce924b9795c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SpectralKAN Accuracy: 24.34. Result ID: 69cf7ede47f34ce924b9795a. [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.