# Object Detection on BDD100K MOT dataset (test) Source: [Object Detection on BDD100K MOT dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:22:45.963Z Evaluation of Object Detection performance on the test split of the BDD100K MOT dataset, reporting Average Precision metrics broken down by object size (Small, Medium, Large). 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 MOT dataset (test) | | Metric | AP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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](): Higher is better; unit: PERCENT. - [AP Small](): Higher is better; unit: PERCENT. - [AP Medium](): Higher is better; unit: PERCENT. - [AP Large](): Higher is better; unit: PERCENT. ## Recorded results | Method | AP | Result date | Report paper | | --- | --- | --- | --- | | Faster R-CNN | 23.1 | Not recorded | 68fa6ee91e209131cea42d81 | | Faster R-CNN | 22.6 | Not recorded | 68fa6ee91e209131cea42d81 | | Two-Plane Prior (Psuedo.) | 20.9 | Not recorded | 68fa6ee91e209131cea42d81 | | Faster R-CNN | 20.3 | Not recorded | 68fa6ee91e209131cea42d81 | | Faster R-CNN | 19.7 | Not recorded | 68fa6ee91e209131cea42d81 | | Fovea (S1) | 16.4 | Not recorded | 68fa6ee91e209131cea42d81 | | Two-Plane Prior (Psuedo.) | 16.2 | Not recorded | 68fa6ee91e209131cea42d81 | | Faster R-CNN | 15.3 | Not recorded | 68fa6ee91e209131cea42d81 | | Faster R-CNN | 15.1 | Not recorded | 68fa6ee91e209131cea42d81 | | Fovea (SD) | 13.7 | Not recorded | 68fa6ee91e209131cea42d81 | ### Faster R-CNN AP: 23.1. Result ID: 69906fb73a6c314849008c53. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"1x","Model":"COCO"}. This record does not assert independent reproduction. ### Faster R-CNN AP: 22.6. Result ID: 69906fb73a6c314849008c52. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"1x","Model":"AVHD"}. This record does not assert independent reproduction. ### Two-Plane Prior (Psuedo.) AP: 20.9. Result ID: 69906fb73a6c314849008c4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"0.5x","Model":"COCO"}. This record does not assert independent reproduction. ### Faster R-CNN AP: 20.3. Result ID: 69906fb73a6c314849008c51. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"0.75x","Model":"COCO"}. This record does not assert independent reproduction. ### Faster R-CNN AP: 19.7. Result ID: 69906fb73a6c314849008c50. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"0.75x","Model":"AVHD"}. This record does not assert independent reproduction. ### Fovea (S1) AP: 16.4. Result ID: 69906fb73a6c314849008c4d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"0.5x","Model":"AVHD"}. This record does not assert independent reproduction. ### Two-Plane Prior (Psuedo.) AP: 16.2. Result ID: 69906fb73a6c314849008c4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"0.5x","Model":"AVHD"}. This record does not assert independent reproduction. ### Faster R-CNN AP: 15.3. Result ID: 69906fb73a6c314849008c4a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"0.5x","Model":"COCO"}. This record does not assert independent reproduction. ### Faster R-CNN AP: 15.1. Result ID: 69906fb73a6c314849008c4b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Scale":"0.5x","Model":"AVHD"}. This record does not assert independent reproduction. ### Fovea (SD) AP: 13.7. Result ID: 69906fb73a6c314849008c4c. [Reporting paper]() Recorded evaluation configuration: {"Scale":"0.5x","Model":"AVHD"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.