# Object Localization on ImageNet 1k Source: [Object Localization on ImageNet 1k]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:07:19.845Z Evaluation of Object Localization performance on the ImageNet-1k dataset, reporting localization accuracy alongside classification 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 | Object Localization | | Dataset (including any stated split) | ImageNet 1k | | Metric | Top-1 Loc Acc | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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-1 Loc Acc](): Higher is better; unit: PERCENT. - [Top-1 Clas Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Loc Acc | Result date | Report paper | | --- | --- | --- | --- | | ADL | 48.71 | Not recorded | 68fa66441e209131cea0f59c | | SPG | 48.6 | Not recorded | 68fa66441e209131cea0f59c | | ADL | 48.53 | Not recorded | 68fa66441e209131cea0f59c | | CAM | 46.29 | Not recorded | 68fa66441e209131cea0f59c | | CAM | 46.19 | Not recorded | 68fa66441e209131cea0f59c | | ACoL | 45.83 | Not recorded | 68fa66441e209131cea0f59c | | ADL | 44.92 | Not recorded | 68fa66441e209131cea0f59c | | ADL | 43.01 | Not recorded | 68fa66441e209131cea0f59c | | CAM | 42.8 | Not recorded | 68fa66441e209131cea0f59c | | HaS-32 | 41.87 | Not recorded | 68fa66441e209131cea0f59c | | CAM | 41.66 | Not recorded | 68fa66441e209131cea0f59c | ### ADL Top-1 Loc Acc: 48.71. Result ID: 698ce7d68b517eb4331d9674. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Inception V3","# of Params (Mb)":"101","parameter overhead (%)":"0","computation overhead (%)":"0.00"}. This record does not assert independent reproduction. ### SPG Top-1 Loc Acc: 48.6. Result ID: 698ce7d68b517eb4331d9673. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Inception V3","# of Params (Mb)":"146","parameter overhead (%)":"44.55","computation overhead (%)":"30.05"}. This record does not assert independent reproduction. ### ADL Top-1 Loc Acc: 48.53. Result ID: 698ce7d68b517eb4331d9671. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet50-SE","# of Params (Mb)":"107","parameter overhead (%)":"0","computation overhead (%)":"0.00"}. This record does not assert independent reproduction. ### CAM Top-1 Loc Acc: 46.29. Result ID: 698ce7d68b517eb4331d9672. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Inception V3","# of Params (Mb)":"101","parameter overhead (%)":"0","computation overhead (%)":"0"}. This record does not assert independent reproduction. ### CAM Top-1 Loc Acc: 46.19. Result ID: 698ce7d68b517eb4331d9670. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet50-SE","# of Params (Mb)":"107","parameter overhead (%)":"0","computation overhead (%)":"0"}. This record does not assert independent reproduction. ### ACoL Top-1 Loc Acc: 45.83. Result ID: 698ce7d68b517eb4331d966b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG-GAP","# of Params (Mb)":"181","parameter overhead (%)":"132.05","computation overhead (%)":"37.63"}. This record does not assert independent reproduction. ### ADL Top-1 Loc Acc: 44.92. Result ID: 698ce7d68b517eb4331d966c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"VGG-GAP","# of Params (Mb)":"78","parameter overhead (%)":"0","computation overhead (%)":"0.00"}. This record does not assert independent reproduction. ### ADL Top-1 Loc Acc: 43.01. Result ID: 698ce7d68b517eb4331d966f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MobileNetV1","# of Params (Mb)":"16","parameter overhead (%)":"0","computation overhead (%)":"0.00"}. This record does not assert independent reproduction. ### CAM Top-1 Loc Acc: 42.8. Result ID: 698ce7d68b517eb4331d966a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG-GAP","# of Params (Mb)":"78","parameter overhead (%)":"0","computation overhead (%)":"0"}. This record does not assert independent reproduction. ### HaS-32 Top-1 Loc Acc: 41.87. Result ID: 698ce7d68b517eb4331d966e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"MobileNetV1","# of Params (Mb)":"16","parameter overhead (%)":"0","computation overhead (%)":"0"}. This record does not assert independent reproduction. ### CAM Top-1 Loc Acc: 41.66. Result ID: 698ce7d68b517eb4331d966d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"MobileNetV1","# of Params (Mb)":"16","parameter overhead (%)":"0","computation overhead (%)":"0"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.