# Promptable 3D semantic segmentation on 3Dcompat Fine Source: [Promptable 3D semantic segmentation on 3Dcompat Fine]() Collection index: [llms.txt]() Data updated: 2026-03-04T13:30:14.717Z Evaluation of Promptable 3D Semantic Segmentation performance on the 3Dcompat Fine dataset, reporting mIoU scores across canonical and rotated views, specifically focusing on part-level segmentation. 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 | Promptable 3D semantic segmentation | | Dataset (including any stated split) | 3Dcompat Fine | | Metric | mIoU (Canonical, Part of Obj) | | 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 - [mIoU (Canonical, Part of Obj)](): Higher is better; unit: PERCENT. - [mIoU (Canonical, Part)](): Higher is better; unit: PERCENT. - [mIoU (Rotated, Part of Obj)](): Higher is better; unit: PERCENT. - [mIoU (Rotated, Part)](): Higher is better; unit: PERCENT. ## Recorded results | Method | mIoU (Canonical, Part of Obj) | Result date | Report paper | | --- | --- | --- | --- | | CoSMo3D | 24.48 | Not recorded | 69a66c172d603e6de3e3ce12 | | Find3D | 17.72 | Not recorded | 69a66c172d603e6de3e3ce12 | | Find3D | 12.69 | Not recorded | 69a66c172d603e6de3e3ce12 | | PointCLIPV2 | 7.25 | Not recorded | 69a66c172d603e6de3e3ce12 | | PartSLIP++ | 3.79 | Not recorded | 69a66c172d603e6de3e3ce12 | ### CoSMo3D mIoU (Canonical, Part of Obj): 24.48. Result ID: 69a833cd6dbb7075b94eb39d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"3D feedforward":"true"}. This record does not assert independent reproduction. ### Find3D mIoU (Canonical, Part of Obj): 17.72. Result ID: 69a833cd6dbb7075b94eb39c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"3D feedforward":"true","Retrained on constructed 3D data":"true"}. This record does not assert independent reproduction. ### Find3D mIoU (Canonical, Part of Obj): 12.69. Result ID: 69a833cd6dbb7075b94eb39b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"3D feedforward":"true"}. This record does not assert independent reproduction. ### PointCLIPV2 mIoU (Canonical, Part of Obj): 7.25. Result ID: 69a833cd6dbb7075b94eb399. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"3D feedforward":"false"}. This record does not assert independent reproduction. ### PartSLIP++ mIoU (Canonical, Part of Obj): 3.79. Result ID: 69a833cd6dbb7075b94eb39a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"3D feedforward":"false"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.