# Top-k localization precision and sensitivity on OCT Source: [Top-k localization precision and sensitivity on OCT]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:07:24.447Z Evaluation of model performance on the OCT dataset focusing on Top-k localization precision and sensitivity metrics. 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) | OCT | | 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. - [Del Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-k Precision | Result date | Report paper | | --- | --- | --- | --- | | sparse SoftCAM | 86 | Not recorded | 68fa78b71e209131cea7a00a | | sparse SoftCAM | 82 | Not recorded | 68fa78b71e209131cea7a00a | | SoftCAM | 72 | Not recorded | 68fa78b71e209131cea7a00a | | SoftCAM | 46 | Not recorded | 68fa78b71e209131cea7a00a | | Guided BP | 23 | Not recorded | 68fa78b71e209131cea7a00a | | Guided BP | 23 | Not recorded | 68fa78b71e209131cea7a00a | | Itgd Grad | 20 | Not recorded | 68fa78b71e209131cea7a00a | | Itgd Grad | 20 | Not recorded | 68fa78b71e209131cea7a00a | | GradCAM | 14 | Not recorded | 68fa78b71e209131cea7a00a | | GradCAM | 14 | Not recorded | 68fa78b71e209131cea7a00a | | ScoreCAM | 8 | Not recorded | 68fa78b71e209131cea7a00a | | LayerCAM | 8 | Not recorded | 68fa78b71e209131cea7a00a | | LayerCAM | 8 | Not recorded | 68fa78b71e209131cea7a00a | | ScoreCAM | 7 | Not recorded | 68fa78b71e209131cea7a00a | ### sparse SoftCAM Top-k Precision: 86. Result ID: 699cdca55698665ec47d6b42. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. ### sparse SoftCAM Top-k Precision: 82. Result ID: 699cdca55698665ec47d6b43. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### SoftCAM Top-k Precision: 72. Result ID: 699cdca55698665ec47d6b41. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### SoftCAM Top-k Precision: 46. Result ID: 699cdca55698665ec47d6b40. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. ### Guided BP Top-k Precision: 23. Result ID: 699cdca55698665ec47d6b3c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. ### Guided BP Top-k Precision: 23. Result ID: 699cdca55698665ec47d6b3d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### Itgd Grad Top-k Precision: 20. Result ID: 699cdca55698665ec47d6b3e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. ### Itgd Grad Top-k Precision: 20. Result ID: 699cdca55698665ec47d6b3f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### GradCAM Top-k Precision: 14. Result ID: 699cdca55698665ec47d6b3a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. ### GradCAM Top-k Precision: 14. Result ID: 699cdca55698665ec47d6b3b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### ScoreCAM Top-k Precision: 8. Result ID: 699cdca55698665ec47d6b37. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### LayerCAM Top-k Precision: 8. Result ID: 699cdca55698665ec47d6b38. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet","k":30}. This record does not assert independent reproduction. ### LayerCAM Top-k Precision: 8. Result ID: 699cdca55698665ec47d6b39. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"VGG","k":30}. This record does not assert independent reproduction. ### ScoreCAM Top-k Precision: 7. Result ID: 699cdca55698665ec47d6b36. [Reporting paper]() [Method origin paper]() [Implementation]() 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.