# 3D Object Detection on KITTI Novel Categories Source: [3D Object Detection on KITTI Novel Categories]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:23:14.958Z Evaluation of 3D Object Detection performance on the KITTI Novel Categories dataset, reporting Average Precision in 3D (AP3D). 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 | 3D Object Detection | | Dataset (including any stated split) | KITTI Novel Categories | | Metric | AP3D | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 3 of 3 | | 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 - [AP3D](): Higher is better; unit: PERCENT. ## Recorded results | Method | AP3D | Result date | Report paper | | --- | --- | --- | --- | | LocateAnything3D | 25.87 | Not recorded | 692689c7d6b0dd3342930655 | | DetAny3D | 25.73 | Not recorded | 692689c7d6b0dd3342930655 | | OVMono3D | 4.71 | Not recorded | 692689c7d6b0dd3342930655 | ### LocateAnything3D AP3D: 25.87. Result ID: 699d4e055698665ec4f055c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"External 2D Box Proposals":"None","Prompting":"Target-aware","Input Source":"Single image"}. This record does not assert independent reproduction. ### DetAny3D AP3D: 25.73. Result ID: 699d4e055698665ec4f055c0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"External 2D Box Proposals":"Grounding-DINO","Prompting":"Target-aware"}. This record does not assert independent reproduction. ### OVMono3D AP3D: 4.71. Result ID: 699d4e055698665ec4f055bf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"External 2D Box Proposals":"Grounding-DINO","Prompting":"Target-aware"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.