# Weakly Supervised Object Detection on VOC 2007 (trainval) Source: [Weakly Supervised Object Detection on VOC 2007 (trainval)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:39:51.353Z Evaluation of Weakly Supervised Object Detection performance on the training and validation splits of the PASCAL VOC 2007 dataset, reporting CorLoc scores. 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 | Weakly Supervised Object Detection | | Dataset (including any stated split) | VOC 2007 (trainval) | | Metric | CorLoc | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [CorLoc](): Higher is better; unit: PERCENT. ## Recorded results | Method | CorLoc | Result date | Report paper | | --- | --- | --- | --- | | PCL-OB-G-Ens.+FRCNN | 66.6 | Not recorded | 68fa64fa1e209131cea0781b | | PCL-OB-G-Ens. | 63 | Not recorded | 68fa64fa1e209131cea0781b | | PCL-OB-G-VGG16 | 62.7 | Not recorded | 68fa64fa1e209131cea0781b | | PCL-OB-G-VGG M | 59.6 | Not recorded | 68fa64fa1e209131cea0781b | | WSDDN-Ens. | 58 | Not recorded | 68fa64fa1e209131cea0781b | | WCCN | 56.7 | Not recorded | 68fa64fa1e209131cea0781b | | WSDDN-VGG M | 56.1 | Not recorded | 68fa64fa1e209131cea0781b | | Jie et al. | 56.1 | Not recorded | 68fa64fa1e209131cea0781b | | WSDDN+context | 55.1 | Not recorded | 68fa64fa1e209131cea0781b | | WSDDN-VGG F | 54.2 | Not recorded | 68fa64fa1e209131cea0781b | | WSDDN-VGG16 | 53.5 | Not recorded | 68fa64fa1e209131cea0781b | | OM+MIL+FRCNN | 52.4 | Not recorded | 68fa64fa1e209131cea0781b | ### PCL-OB-G-Ens.+FRCNN CorLoc: 66.6. Result ID: 698c96220b614d12cff1c1ad. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Integration":"Ensemble","Refinement":"FRCNN"}. This record does not assert independent reproduction. ### PCL-OB-G-Ens. CorLoc: 63. Result ID: 698c96220b614d12cff1c1ac. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Integration":"Ensemble"}. This record does not assert independent reproduction. ### PCL-OB-G-VGG16 CorLoc: 62.7. Result ID: 698c96220b614d12cff1c1a7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG16","Model Integration":"Single model"}. This record does not assert independent reproduction. ### PCL-OB-G-VGG M CorLoc: 59.6. Result ID: 698c96220b614d12cff1c1a6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG\_M","Model Integration":"Single model"}. This record does not assert independent reproduction. ### WSDDN-Ens. CorLoc: 58. Result ID: 698c96220b614d12cff1c1a9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Integration":"Ensemble"}. This record does not assert independent reproduction. ### WCCN CorLoc: 56.7. Result ID: 698c96220b614d12cff1c1aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Integration":"Multiple models"}. This record does not assert independent reproduction. ### WSDDN-VGG M CorLoc: 56.1. Result ID: 698c96220b614d12cff1c1a3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG\_M","Model Integration":"Single model"}. This record does not assert independent reproduction. ### Jie et al. CorLoc: 56.1. Result ID: 698c96220b614d12cff1c1ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Integration":"Multiple models"}. This record does not assert independent reproduction. ### WSDDN+context CorLoc: 55.1. Result ID: 698c96220b614d12cff1c1a5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Integration":"Single model","Contextual Information":"true"}. This record does not assert independent reproduction. ### WSDDN-VGG F CorLoc: 54.2. Result ID: 698c96220b614d12cff1c1a2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG\_F","Model Integration":"Single model"}. This record does not assert independent reproduction. ### WSDDN-VGG16 CorLoc: 53.5. Result ID: 698c96220b614d12cff1c1a4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"VGG16","Model Integration":"Single model"}. This record does not assert independent reproduction. ### OM+MIL+FRCNN CorLoc: 52.4. Result ID: 698c96220b614d12cff1c1a8. [Reporting paper]() Recorded evaluation configuration: {"Model Integration":"Multiple models","Refinement":"FRCNN"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.