# Object Detection on BDD100K Night-Rainy Source: [Object Detection on BDD100K Night-Rainy]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:30.920Z Evaluation of Object Detection performance on the BDD100K dataset specifically under Night and Rainy conditions, reporting class-specific metrics (e.g., car, person) and overall mAP. 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) | BDD100K Night-Rainy | | Metric | mAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [mAP](): Higher is better; unit: PERCENT. - [Bus](): Higher is better; unit: PERCENT. - [Bike](): Higher is better; unit: PERCENT. - [Car](): Higher is better; unit: PERCENT. - [Motorcycle](): Higher is better; unit: PERCENT. - [Person](): Higher is better; unit: PERCENT. - [Rider](): Higher is better; unit: PERCENT. - [Truck](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP | Result date | Report paper | | --- | --- | --- | --- | | SRCD | 17 | Not recorded | 68fa6ffb1e209131cea484fd | | SHADE | 16.8 | Not recorded | 68fa6ffb1e209131cea484fd | | CDSD | 16.6 | Not recorded | 68fa6ffb1e209131cea484fd | | Faster-RCNN | 14.5 | Not recorded | 68fa6ffb1e209131cea484fd | | IBN-Net | 14.3 | Not recorded | 68fa6ffb1e209131cea484fd | | ISW | 14.1 | Not recorded | 68fa6ffb1e209131cea484fd | | SW | 13.7 | Not recorded | 68fa6ffb1e209131cea484fd | | IterNorm | 12.6 | Not recorded | 68fa6ffb1e209131cea484fd | ### SRCD mAP: 17. Result ID: 699104943a6c314849050ccd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SHADE mAP: 16.8. Result ID: 699104943a6c314849050ccc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CDSD mAP: 16.6. Result ID: 699104943a6c314849050ccb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Faster-RCNN mAP: 14.5. Result ID: 699104943a6c314849050cc6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IBN-Net mAP: 14.3. Result ID: 699104943a6c314849050cc8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ISW mAP: 14.1. Result ID: 699104943a6c314849050cca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SW mAP: 13.7. Result ID: 699104943a6c314849050cc7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IterNorm mAP: 12.6. Result ID: 699104943a6c314849050cc9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.