# Image Classification on ImageNet (Class-averaged AUC) Source: [Image Classification on ImageNet (Class-averaged AUC)]() Collection index: [llms.txt]() Data updated: 2026-05-29T07:42:45.246Z Evaluation of Image Classification performance on the standard ImageNet dataset, reporting the Class-averaged AUC metric. 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) | ImageNet | | Metric | Class-averaged AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Class-averaged AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Class-averaged AUC | Result date | Report paper | | --- | --- | --- | --- | | DPX-SD | 87 | Not recorded | 691aac5d6750be83fe5ce66b | | DPX-SD | 86.4 | Not recorded | 691aac5d6750be83fe5ce66b | | DPX-SD | 85 | Not recorded | 691aac5d6750be83fe5ce66b | | DPX-SD | 83.9 | Not recorded | 691aac5d6750be83fe5ce66b | | PX | 80.8 | Not recorded | 691aac5d6750be83fe5ce66b | | DPX | 79.6 | Not recorded | 691aac5d6750be83fe5ce66b | | PX | 75.9 | Not recorded | 691aac5d6750be83fe5ce66b | | DPX | 75.2 | Not recorded | 691aac5d6750be83fe5ce66b | | DPX | 75.1 | Not recorded | 691aac5d6750be83fe5ce66b | | DPX | 74.9 | Not recorded | 691aac5d6750be83fe5ce66b | | PX | 71.9 | Not recorded | 691aac5d6750be83fe5ce66b | | PX | 69.8 | Not recorded | 691aac5d6750be83fe5ce66b | | Weight | 43.9 | Not recorded | 691aac5d6750be83fe5ce66b | | Weight | 42.9 | Not recorded | 691aac5d6750be83fe5ce66b | | Weight | 39.4 | Not recorded | 691aac5d6750be83fe5ce66b | | Weight | 36.2 | Not recorded | 691aac5d6750be83fe5ce66b | ### DPX-SD Class-averaged AUC: 87. Result ID: 6a194212fbc373592c134a76. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DPX-SD Class-averaged AUC: 86.4. Result ID: 6a194212fbc373592c134a6a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG16"}. This record does not assert independent reproduction. ### DPX-SD Class-averaged AUC: 85. Result ID: 6a194212fbc373592c134a72. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### DPX-SD Class-averaged AUC: 83.9. Result ID: 6a194212fbc373592c134a6e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG16BN"}. This record does not assert independent reproduction. ### PX Class-averaged AUC: 80.8. Result ID: 6a194212fbc373592c134a78. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DPX Class-averaged AUC: 79.6. Result ID: 6a194212fbc373592c134a77. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### PX Class-averaged AUC: 75.9. Result ID: 6a194212fbc373592c134a74. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### DPX Class-averaged AUC: 75.2. Result ID: 6a194212fbc373592c134a6f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG16BN"}. This record does not assert independent reproduction. ### DPX Class-averaged AUC: 75.1. Result ID: 6a194212fbc373592c134a73. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### DPX Class-averaged AUC: 74.9. Result ID: 6a194212fbc373592c134a6b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG16"}. This record does not assert independent reproduction. ### PX Class-averaged AUC: 71.9. Result ID: 6a194212fbc373592c134a6c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG16"}. This record does not assert independent reproduction. ### PX Class-averaged AUC: 69.8. Result ID: 6a194212fbc373592c134a70. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG16BN"}. This record does not assert independent reproduction. ### Weight Class-averaged AUC: 43.9. Result ID: 6a194212fbc373592c134a75. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-18"}. This record does not assert independent reproduction. ### Weight Class-averaged AUC: 42.9. Result ID: 6a194212fbc373592c134a6d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG16"}. This record does not assert independent reproduction. ### Weight Class-averaged AUC: 39.4. Result ID: 6a194212fbc373592c134a71. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG16BN"}. This record does not assert independent reproduction. ### Weight Class-averaged AUC: 36.2. Result ID: 6a194212fbc373592c134a79. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.