# Image Classification on SVHN (Metrics: CA, BA, ASR) Source: [Image Classification on SVHN (Metrics: CA, BA, ASR)]() Collection index: [llms.txt]() Data updated: 2026-03-04T20:21:39.398Z Evaluation of Image Classification performance on the SVHN dataset, reporting Classification Accuracy (CA), Balanced Accuracy (BA), and Average Score Rate (ASR). 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 | Image Classification | | Dataset (including any stated split) | SVHN | | Metric | Balanced Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [Balanced Accuracy](): Higher is better; unit: PERCENT. - [Classification Accuracy](): Higher is better; unit: PERCENT. - [Average Score Rate](): Higher is better; unit: PERCENT. ## Recorded results | Method | Balanced Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DSBA | 72.18 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | WaNet | 71.43 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | GhostEncoder | 68.42 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | GhostEncoder | 65.14 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | DSBA | 64.74 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | CTRL | 61.95 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | IMPERATIVE | 60.48 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | DSBA | 60.16 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | IMPERATIVE | 60.13 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | CTRL | 58.24 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | IMPERATIVE | 56.42 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | CTRL | 55.78 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | WaNet | 55.75 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | WaNet | 54.56 | Not recorded | 69a7bc7d2d603e6de3e3d462 | | GhostEncoder | 52.48 | Not recorded | 69a7bc7d2d603e6de3e3d462 | ### DSBA Balanced Accuracy: 72.18. Result ID: 69a8944f6dbb7075b9514d95. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"Tiny-ImageNet"}. This record does not assert independent reproduction. ### WaNet Balanced Accuracy: 71.43. Result ID: 69a8944f6dbb7075b9514d91. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"Tiny-ImageNet"}. This record does not assert independent reproduction. ### GhostEncoder Balanced Accuracy: 68.42. Result ID: 69a8944f6dbb7075b9514d93. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"Tiny-ImageNet"}. This record does not assert independent reproduction. ### GhostEncoder Balanced Accuracy: 65.14. Result ID: 69a8944f6dbb7075b9514d87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"CIFAR-10"}. This record does not assert independent reproduction. ### DSBA Balanced Accuracy: 64.74. Result ID: 69a8944f6dbb7075b9514d89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"CIFAR-10"}. This record does not assert independent reproduction. ### CTRL Balanced Accuracy: 61.95. Result ID: 69a8944f6dbb7075b9514d92. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"Tiny-ImageNet"}. This record does not assert independent reproduction. ### IMPERATIVE Balanced Accuracy: 60.48. Result ID: 69a8944f6dbb7075b9514d94. [Reporting paper]() Recorded evaluation configuration: {"Pre-training Dataset":"Tiny-ImageNet"}. This record does not assert independent reproduction. ### DSBA Balanced Accuracy: 60.16. Result ID: 69a8944f6dbb7075b9514d8f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"STL-10"}. This record does not assert independent reproduction. ### IMPERATIVE Balanced Accuracy: 60.13. Result ID: 69a8944f6dbb7075b9514d8e. [Reporting paper]() Recorded evaluation configuration: {"Pre-training Dataset":"STL-10"}. This record does not assert independent reproduction. ### CTRL Balanced Accuracy: 58.24. Result ID: 69a8944f6dbb7075b9514d86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"CIFAR-10"}. This record does not assert independent reproduction. ### IMPERATIVE Balanced Accuracy: 56.42. Result ID: 69a8944f6dbb7075b9514d88. [Reporting paper]() Recorded evaluation configuration: {"Pre-training Dataset":"CIFAR-10"}. This record does not assert independent reproduction. ### CTRL Balanced Accuracy: 55.78. Result ID: 69a8944f6dbb7075b9514d8c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"STL-10"}. This record does not assert independent reproduction. ### WaNet Balanced Accuracy: 55.75. Result ID: 69a8944f6dbb7075b9514d85. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"CIFAR-10"}. This record does not assert independent reproduction. ### WaNet Balanced Accuracy: 54.56. Result ID: 69a8944f6dbb7075b9514d8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"STL-10"}. This record does not assert independent reproduction. ### GhostEncoder Balanced Accuracy: 52.48. Result ID: 69a8944f6dbb7075b9514d8d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"STL-10"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.