# Object Detection on Physical Domain Strong Light Source: [Object Detection on Physical Domain Strong Light]() Collection index: [llms.txt]() Data updated: 2026-03-30T07:09:29.809Z Evaluation of Object Detection performance on the Physical Domain Strong Light dataset, reporting metrics such as AP@0.5. 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) | Physical Domain Strong Light | | Metric | AP@0.5 | | 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 - [AP@0.5](): Higher is better; unit: PERCENT. ## Recorded results | Method | AP@0.5 | Result date | Report paper | | --- | --- | --- | --- | | ORI | 90.91 | Not recorded | 69ca03580636e5bf4afc9198 | | DTA | 78.72 | Not recorded | 69ca03580636e5bf4afc9198 | | GCAC | 63.54 | Not recorded | 69ca03580636e5bf4afc9198 | | GRAC | 61.44 | Not recorded | 69ca03580636e5bf4afc9198 | | RAUCA-E2E | 36.11 | Not recorded | 69ca03580636e5bf4afc9198 | | ACTIVE | 34.66 | Not recorded | 69ca03580636e5bf4afc9198 | | R-PGA | 30.34 | Not recorded | 69ca03580636e5bf4afc9198 | ### ORI AP@0.5: 90.91. Result ID: 69ca20cc47f34ce924b246c9. [Reporting paper]() Recorded evaluation configuration: {"Victim Detector":"YOLO-V3"}. This record does not assert independent reproduction. ### DTA AP@0.5: 78.72. Result ID: 69ca20cc47f34ce924b246ca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Victim Detector":"YOLO-V3"}. This record does not assert independent reproduction. ### GCAC AP@0.5: 63.54. Result ID: 69ca20cc47f34ce924b246cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Victim Detector":"YOLO-V3"}. This record does not assert independent reproduction. ### GRAC AP@0.5: 61.44. Result ID: 69ca20cc47f34ce924b246cd. [Reporting paper]() Recorded evaluation configuration: {"Victim Detector":"YOLO-V3"}. This record does not assert independent reproduction. ### RAUCA-E2E AP@0.5: 36.11. Result ID: 69ca20cc47f34ce924b246ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Victim Detector":"YOLO-V3"}. This record does not assert independent reproduction. ### ACTIVE AP@0.5: 34.66. Result ID: 69ca20cc47f34ce924b246cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Victim Detector":"YOLO-V3"}. This record does not assert independent reproduction. ### R-PGA AP@0.5: 30.34. Result ID: 69ca20cc47f34ce924b246cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Victim Detector":"YOLO-V3"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.