# Object Detection on AWIR 20% (test) Source: [Object Detection on AWIR 20% (test)]() Collection index: [llms.txt]() Data updated: 2026-04-07T08:36:06.838Z Evaluation of Object Detection performance on the AWIR 20% test split, reporting metrics such as mAP50, Precision, Recall, and F1 score. 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 Detection | | Dataset (including any stated split) | AWIR 20% (test) | | Metric | mAP50 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [mAP50](): Higher is better; unit: PERCENT. - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP50 | Result date | Report paper | | --- | --- | --- | --- | | MATL | 69 | Not recorded | 69d48f727d0172140ec7420d | | DTL | 67 | Not recorded | 69d48f727d0172140ec7420d | | MATL | 67 | Not recorded | 69d48f727d0172140ec7420d | | MATL | 66 | Not recorded | 69d48f727d0172140ec7420d | | DTL | 63 | Not recorded | 69d48f727d0172140ec7420d | | DTL | 63 | Not recorded | 69d48f727d0172140ec7420d | | Base | 62 | Not recorded | 69d48f727d0172140ec7420d | ### MATL mAP50: 69. Result ID: 69d4c18247f34ce924bc917b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fusion Strategy":"Spatial Mask Fusion","Backbone":"ResNet-50","Detector":"Faster R-CNN"}. This record does not assert independent reproduction. ### DTL mAP50: 67. Result ID: 69d4c18247f34ce924bc917e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fusion Strategy":"Additive Fusion","Backbone":"ResNet-50","Detector":"Faster R-CNN"}. This record does not assert independent reproduction. ### MATL mAP50: 67. Result ID: 69d4c18247f34ce924bc917f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fusion Strategy":"Additive Fusion","Backbone":"ResNet-50","Detector":"Faster R-CNN"}. This record does not assert independent reproduction. ### MATL mAP50: 66. Result ID: 69d4c18247f34ce924bc917d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fusion Strategy":"FiLM Fusion","Backbone":"ResNet-50","Detector":"Faster R-CNN"}. This record does not assert independent reproduction. ### DTL mAP50: 63. Result ID: 69d4c18247f34ce924bc917a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fusion Strategy":"Spatial Mask Fusion","Backbone":"ResNet-50","Detector":"Faster R-CNN"}. This record does not assert independent reproduction. ### DTL mAP50: 63. Result ID: 69d4c18247f34ce924bc917c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fusion Strategy":"FiLM Fusion","Backbone":"ResNet-50","Detector":"Faster R-CNN"}. This record does not assert independent reproduction. ### Base mAP50: 62. Result ID: 69d4c18247f34ce924bc9179. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Detector":"Faster R-CNN","Feature Pyramid Network":"FPN"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.