# Object Detection on KITTI to Cityscapes (D-ECE, AP@0.5) Source: [Object Detection on KITTI to Cityscapes (D-ECE, AP@0.5)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:09.746Z Evaluation of Object Detection performance for models transferred from the KITTI dataset to the Cityscapes dataset, specifically reporting D-ECE and 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) | KITTI to Cityscapes | | Metric | D-ECE | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 2 of 2 | | 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 - [D-ECE](): Lower is better; unit: PERCENT. - [AP@0.5](): Higher is better; unit: PERCENT. ## Recorded results | Method | D-ECE | Result date | Report paper | | --- | --- | --- | --- | | MCCL | 6.43 | Not recorded | 68fa6fb91e209131cea470ab | | FCOS | 7.53 | Not recorded | 68fa6fb91e209131cea470ab | ### MCCL D-ECE: 6.43. Result ID: 6990e8613a6c31484904308a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FCOS D-ECE: 7.53. Result ID: 6990e8613a6c314849043089. [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.