# SAR Image Classification on MSTAR resized to 1024 x 1024 1.0 (test) Source: [SAR Image Classification on MSTAR resized to 1024 x 1024 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-03T08:49:00.214Z Evaluation of SAR Image Classification performance on the MSTAR dataset, specifically using inputs resized to 1024x1024 resolution on the test split, measured by accuracy and efficiency. 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 Classification | | Dataset (including any stated split) | MSTAR resized to 1024 x 1024 1.0 (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. - [FLOPs (G)](): Lower is better; unit: SIZE. - [Test time (ms)](): Lower is better; unit: TIME. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Light-ResKAN | 99.46 | Not recorded | 69cf49b10636e5bf4afcdaff | | Cross-HL | 99.43 | Not recorded | 69cf49b10636e5bf4afcdaff | | ResKAGNet | 99.41 | Not recorded | 69cf49b10636e5bf4afcdaff | | AlexNet | 99.38 | Not recorded | 69cf49b10636e5bf4afcdaff | | VGG16 | 99.34 | Not recorded | 69cf49b10636e5bf4afcdaff | | ResNet50 | 99.17 | Not recorded | 69cf49b10636e5bf4afcdaff | | ResNet18 | 99.05 | Not recorded | 69cf49b10636e5bf4afcdaff | | ConvNeXt | 98.76 | Not recorded | 69cf49b10636e5bf4afcdaff | | WaveKAN | 96.33 | Not recorded | 69cf49b10636e5bf4afcdaff | | ASANet | 95.36 | Not recorded | 69cf49b10636e5bf4afcdaff | | MACN | 92.53 | Not recorded | 69cf49b10636e5bf4afcdaff | | SpectralKAN | 90.54 | Not recorded | 69cf49b10636e5bf4afcdaff | ### Light-ResKAN Accuracy: 99.46. Result ID: 69cf7ede47f34ce924b97945. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. ### Cross-HL Accuracy: 99.43. Result ID: 69cf7ede47f34ce924b97940. [Reporting paper]() Recorded evaluation configuration: {"Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. ### ResKAGNet Accuracy: 99.41. Result ID: 69cf7ede47f34ce924b97944. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. ### AlexNet Accuracy: 99.38. Result ID: 69cf7ede47f34ce924b9793a. [Reporting paper]() Recorded evaluation configuration: {"Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. ### VGG16 Accuracy: 99.34. Result ID: 69cf7ede47f34ce924b9793b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. ### ResNet50 Accuracy: 99.17. Result ID: 69cf7ede47f34ce924b9793d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. ### ResNet18 Accuracy: 99.05. Result ID: 69cf7ede47f34ce924b9793c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. ### ConvNeXt Accuracy: 98.76. Result ID: 69cf7ede47f34ce924b9793e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. ### WaveKAN Accuracy: 96.33. Result ID: 69cf7ede47f34ce924b97943. [Reporting paper]() Recorded evaluation configuration: {"Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. ### ASANet Accuracy: 95.36. Result ID: 69cf7ede47f34ce924b97941. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. ### MACN Accuracy: 92.53. Result ID: 69cf7ede47f34ce924b9793f. [Reporting paper]() Recorded evaluation configuration: {"Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. ### SpectralKAN Accuracy: 90.54. Result ID: 69cf7ede47f34ce924b97942. [Reporting paper]() Recorded evaluation configuration: {"Input Resolution":"1024 x 1024"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.