# Top-k localization precision and sensitivity on RSNA Source: [Top-k localization precision and sensitivity on RSNA]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:07:24.464Z Evaluation of Top-k localization precision and sensitivity performance on the RSNA dataset. 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 | Top-k localization precision and sensitivity | | Dataset (including any stated split) | RSNA | | Metric | Top-k Precision | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 - [Top-k Precision](): Higher is better; unit: PERCENT. - [Sensitivity](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-k Precision | Result date | Report paper | | --- | --- | --- | --- | | sparse SoftCAM | 73 | Not recorded | 68fa78b71e209131cea7a00a | | GradCAM | 67 | Not recorded | 68fa78b71e209131cea7a00a | | ScoreCAM | 66 | Not recorded | 68fa78b71e209131cea7a00a | | LayerCAM | 65 | Not recorded | 68fa78b71e209131cea7a00a | | LayerCAM | 65 | Not recorded | 68fa78b71e209131cea7a00a | | SoftCAM | 65 | Not recorded | 68fa78b71e209131cea7a00a | | SoftCAM | 64 | Not recorded | 68fa78b71e209131cea7a00a | | sparse SoftCAM | 63 | Not recorded | 68fa78b71e209131cea7a00a | | ScoreCAM | 62 | Not recorded | 68fa78b71e209131cea7a00a | | GradCAM | 61 | Not recorded | 68fa78b71e209131cea7a00a | | Guided BP | 58 | Not recorded | 68fa78b71e209131cea7a00a | | Guided BP | 55 | Not recorded | 68fa78b71e209131cea7a00a | | Itgd Grad | 55 | Not recorded | 68fa78b71e209131cea7a00a | | Itgd Grad | 52 | Not recorded | 68fa78b71e209131cea7a00a | ### sparse SoftCAM Top-k Precision: 73. Result ID: 699cdca55698665ec47d6b50. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. ### GradCAM Top-k Precision: 67. Result ID: 699cdca55698665ec47d6b48. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. ### ScoreCAM Top-k Precision: 66. Result ID: 699cdca55698665ec47d6b44. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. ### LayerCAM Top-k Precision: 65. Result ID: 699cdca55698665ec47d6b46. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. ### LayerCAM Top-k Precision: 65. Result ID: 699cdca55698665ec47d6b47. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### SoftCAM Top-k Precision: 65. Result ID: 699cdca55698665ec47d6b4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. ### SoftCAM Top-k Precision: 64. Result ID: 699cdca55698665ec47d6b4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### sparse SoftCAM Top-k Precision: 63. Result ID: 699cdca55698665ec47d6b51. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### ScoreCAM Top-k Precision: 62. Result ID: 699cdca55698665ec47d6b45. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### GradCAM Top-k Precision: 61. Result ID: 699cdca55698665ec47d6b49. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### Guided BP Top-k Precision: 58. Result ID: 699cdca55698665ec47d6b4b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### Guided BP Top-k Precision: 55. Result ID: 699cdca55698665ec47d6b4a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. ### Itgd Grad Top-k Precision: 55. Result ID: 699cdca55698665ec47d6b4d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### Itgd Grad Top-k Precision: 52. Result ID: 699cdca55698665ec47d6b4c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.