# Point cloud labeling on RueMonge 2014 v1 (test) Source: [Point cloud labeling on RueMonge 2014 v1 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:35:28.902Z Evaluation of point cloud labeling performance on the test split of the RueMonge 2014 v1 dataset, measured using Average IoU. 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 | Point cloud labeling | | Dataset (including any stated split) | RueMonge 2014 v1 (test) | | Metric | Average IoU | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Average IoU](): Higher is better; unit: PERCENT. - [Runtime (min)](): Lower is better; unit: TIME. ## Recorded results | Method | Average IoU | Result date | Report paper | | --- | --- | --- | --- | | SPLATNet2D-3D | 69.8 | Not recorded | 68fa644d1e209131cea03d85 | | SPLATNet3D | 65.4 | Not recorded | 68fa644d1e209131cea03d85 | | Autocontext2D-3D | 62.9 | Not recorded | 68fa644d1e209131cea03d85 | | OctNet | 59.2 | Not recorded | 68fa644d1e209131cea03d85 | | Autocontext3D | 54.4 | Not recorded | 68fa644d1e209131cea03d85 | ### SPLATNet2D-3D Average IoU: 69.8. Result ID: 698c2b3a112aeb9460efea8e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Modality":"With both 2D and 3D data"}. This record does not assert independent reproduction. ### SPLATNet3D Average IoU: 65.4. Result ID: 698c2b3a112aeb9460efea8c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Modality":"With only 3D data"}. This record does not assert independent reproduction. ### Autocontext2D-3D Average IoU: 62.9. Result ID: 698c2b3a112aeb9460efea8d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"With both 2D and 3D data"}. This record does not assert independent reproduction. ### OctNet Average IoU: 59.2. Result ID: 698c2b3a112aeb9460efea8a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"With only 3D data"}. This record does not assert independent reproduction. ### Autocontext3D Average IoU: 54.4. Result ID: 698c2b3a112aeb9460efea8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"With only 3D data"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.