# Feature Attribution on Image data 224 x 224 Source: [Feature Attribution on Image data 224 x 224]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:36:10.275Z Evaluation of model performance regarding feature attribution methods on the 'Image data 224 x 224' dataset, measured by averaged execution time per image. 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 | Feature Attribution | | Dataset (including any stated split) | Image data 224 x 224 | | Metric | Avg Execution Time (s) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 28 of 28 | | 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 - [Avg Execution Time (s)](): Lower is better; unit: TIME. ## Recorded results | Method | Avg Execution Time (s) | Result date | Report paper | | --- | --- | --- | --- | | h-SHAP | 0.24 | Not recorded | 6997ea6809c33900fcd764a6 | | h-SHAP | 0.24 | Not recorded | 6997ea6809c33900fcd764a6 | | h-SHAP | 0.48 | Not recorded | 6997ea6809c33900fcd764a6 | | h-SHAP | 0.48 | Not recorded | 6997ea6809c33900fcd764a6 | | IntGrad | 0.56 | Not recorded | 6997ea6809c33900fcd764a6 | | IntGrad | 0.58 | Not recorded | 6997ea6809c33900fcd764a6 | | GradSHAP | 0.84 | Not recorded | 6997ea6809c33900fcd764a6 | | GradSHAP | 0.85 | Not recorded | 6997ea6809c33900fcd764a6 | | IntGrad | 1.21 | Not recorded | 6997ea6809c33900fcd764a6 | | IntGrad | 1.25 | Not recorded | 6997ea6809c33900fcd764a6 | | GradSHAP | 1.82 | Not recorded | 6997ea6809c33900fcd764a6 | | SHAP | 2 | Not recorded | 6997ea6809c33900fcd764a6 | | GradSHAP | 2.12 | Not recorded | 6997ea6809c33900fcd764a6 | | O-Shap | 2.36 | Not recorded | 6997ea6809c33900fcd764a6 | | O-Shap | 2.38 | Not recorded | 6997ea6809c33900fcd764a6 | | O-Shap | 2.52 | Not recorded | 6997ea6809c33900fcd764a6 | | O-Shap | 2.55 | Not recorded | 6997ea6809c33900fcd764a6 | | RISE | 2.82 | Not recorded | 6997ea6809c33900fcd764a6 | | SHAP | 3.28 | Not recorded | 6997ea6809c33900fcd764a6 | | SHAP | 3.65 | Not recorded | 6997ea6809c33900fcd764a6 | | SHAP | 4.11 | Not recorded | 6997ea6809c33900fcd764a6 | | RISE | 4.32 | Not recorded | 6997ea6809c33900fcd764a6 | | RISE | 5.8 | Not recorded | 6997ea6809c33900fcd764a6 | | RISE | 10.34 | Not recorded | 6997ea6809c33900fcd764a6 | | Occlusion | 36.38 | Not recorded | 6997ea6809c33900fcd764a6 | | Occlusion | 59.9 | Not recorded | 6997ea6809c33900fcd764a6 | | Occlusion | 88.14 | Not recorded | 6997ea6809c33900fcd764a6 | | Occlusion | 122.79 | Not recorded | 6997ea6809c33900fcd764a6 | ### h-SHAP Avg Execution Time (s): 0.24. Result ID: 699b06095698665ec4986a4c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet18","Image size":"224 x 224"}. This record does not assert independent reproduction. ### h-SHAP Avg Execution Time (s): 0.24. Result ID: 699b06095698665ec4986a53. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet34","Image size":"224 x 224"}. This record does not assert independent reproduction. ### h-SHAP Avg Execution Time (s): 0.48. Result ID: 699b06095698665ec4986a5a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50","Image size":"224 x 224"}. This record does not assert independent reproduction. ### h-SHAP Avg Execution Time (s): 0.48. Result ID: 699b06095698665ec4986a61. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet101","Image size":"224 x 224"}. This record does not assert independent reproduction. ### IntGrad Avg Execution Time (s): 0.56. Result ID: 699b06095698665ec4986a49. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet18","Image size":"224 x 224"}. This record does not assert independent reproduction. ### IntGrad Avg Execution Time (s): 0.58. Result ID: 699b06095698665ec4986a50. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet34","Image size":"224 x 224"}. This record does not assert independent reproduction. ### GradSHAP Avg Execution Time (s): 0.84. Result ID: 699b06095698665ec4986a4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet34","Image size":"224 x 224"}. This record does not assert independent reproduction. ### GradSHAP Avg Execution Time (s): 0.85. Result ID: 699b06095698665ec4986a48. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet18","Image size":"224 x 224"}. This record does not assert independent reproduction. ### IntGrad Avg Execution Time (s): 1.21. Result ID: 699b06095698665ec4986a5e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet101","Image size":"224 x 224"}. This record does not assert independent reproduction. ### IntGrad Avg Execution Time (s): 1.25. Result ID: 699b06095698665ec4986a57. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50","Image size":"224 x 224"}. This record does not assert independent reproduction. ### GradSHAP Avg Execution Time (s): 1.82. Result ID: 699b06095698665ec4986a56. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50","Image size":"224 x 224"}. This record does not assert independent reproduction. ### SHAP Avg Execution Time (s): 2. Result ID: 699b06095698665ec4986a47. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet18","Image size":"224 x 224"}. This record does not assert independent reproduction. ### GradSHAP Avg Execution Time (s): 2.12. Result ID: 699b06095698665ec4986a5d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet101","Image size":"224 x 224"}. This record does not assert independent reproduction. ### O-Shap Avg Execution Time (s): 2.36. Result ID: 699b06095698665ec4986a4d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet18","Image size":"224 x 224"}. This record does not assert independent reproduction. ### O-Shap Avg Execution Time (s): 2.38. Result ID: 699b06095698665ec4986a54. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet34","Image size":"224 x 224"}. This record does not assert independent reproduction. ### O-Shap Avg Execution Time (s): 2.52. Result ID: 699b06095698665ec4986a5b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50","Image size":"224 x 224"}. This record does not assert independent reproduction. ### O-Shap Avg Execution Time (s): 2.55. Result ID: 699b06095698665ec4986a62. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet101","Image size":"224 x 224"}. This record does not assert independent reproduction. ### RISE Avg Execution Time (s): 2.82. Result ID: 699b06095698665ec4986a4b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet18","Image size":"224 x 224"}. This record does not assert independent reproduction. ### SHAP Avg Execution Time (s): 3.28. Result ID: 699b06095698665ec4986a4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet34","Image size":"224 x 224"}. This record does not assert independent reproduction. ### SHAP Avg Execution Time (s): 3.65. Result ID: 699b06095698665ec4986a55. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50","Image size":"224 x 224"}. This record does not assert independent reproduction. ### SHAP Avg Execution Time (s): 4.11. Result ID: 699b06095698665ec4986a5c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet101","Image size":"224 x 224"}. This record does not assert independent reproduction. ### RISE Avg Execution Time (s): 4.32. Result ID: 699b06095698665ec4986a52. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet34","Image size":"224 x 224"}. This record does not assert independent reproduction. ### RISE Avg Execution Time (s): 5.8. Result ID: 699b06095698665ec4986a59. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet50","Image size":"224 x 224"}. This record does not assert independent reproduction. ### RISE Avg Execution Time (s): 10.34. Result ID: 699b06095698665ec4986a60. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet101","Image size":"224 x 224"}. This record does not assert independent reproduction. ### Occlusion Avg Execution Time (s): 36.38. Result ID: 699b06095698665ec4986a4a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet18","Image size":"224 x 224"}. This record does not assert independent reproduction. ### Occlusion Avg Execution Time (s): 59.9. Result ID: 699b06095698665ec4986a51. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet34","Image size":"224 x 224"}. This record does not assert independent reproduction. ### Occlusion Avg Execution Time (s): 88.14. Result ID: 699b06095698665ec4986a58. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50","Image size":"224 x 224"}. This record does not assert independent reproduction. ### Occlusion Avg Execution Time (s): 122.79. Result ID: 699b06095698665ec4986a5f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet101","Image size":"224 x 224"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.