# Part-Decomposed Single-View Articulated Object Generation on PartNet-Mobility (test) Source: [Part-Decomposed Single-View Articulated Object Generation on PartNet-Mobility (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:00:49.047Z Evaluation of Part-Decomposed Single-View Articulated Object Generation performance on the test split of the PartNet-Mobility dataset, utilizing metrics such as RS-gIoU, AS-gIoU, and CLIP score. 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 | Part-Decomposed Single-View Articulated Object Generation | | Dataset (including any stated split) | PartNet-Mobility (test) | | Metric | RS-gIoU | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [RS-gIoU](): Higher is better; unit: SCALAR. - [AS-gIoU](): Higher is better; unit: SCALAR. - [RS-dDist](): Lower is better; unit: SCALAR. - [AS-dDist](): Lower is better; unit: SCALAR. - [RS-dCD](): Lower is better; unit: SCALAR. - [AS-dCD](): Lower is better; unit: SCALAR. - [AOR](): Lower is better; unit: SCALAR. - [CLIP Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | RS-gIoU | Result date | Report paper | | --- | --- | --- | --- | | ArtFormer | 1.3165 | Not recorded | 6993f6ae9ebc499c9740a006 | | PhysXAnything | 0.9596 | Not recorded | 6993f6ae9ebc499c9740a006 | | PhysX3D | 0.761 | Not recorded | 6993f6ae9ebc499c9740a006 | | Arti-Anything | 0.6865 | Not recorded | 6993f6ae9ebc499c9740a006 | | SINGAPO | 0.5119 | Not recorded | 6993f6ae9ebc499c9740a006 | | PAct | 0.2485 | Not recorded | 6993f6ae9ebc499c9740a006 | | PAct | 0.1395 | Not recorded | 6993f6ae9ebc499c9740a006 | ### ArtFormer RS-gIoU: 1.3165. Result ID: 699a9e475698665ec42a128f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PhysXAnything RS-gIoU: 0.9596. Result ID: 699a9e475698665ec42a1291. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PhysX3D RS-gIoU: 0.761. Result ID: 699a9e475698665ec42a1290. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Arti-Anything RS-gIoU: 0.6865. Result ID: 699a9e475698665ec42a1292. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SINGAPO RS-gIoU: 0.5119. Result ID: 699a9e475698665ec42a128e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PAct RS-gIoU: 0.2485. Result ID: 699a9e475698665ec42a1293. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mask Type":"SAM+VLM Mask"}. This record does not assert independent reproduction. ### PAct RS-gIoU: 0.1395. Result ID: 699a9e475698665ec42a1294. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mask Type":"GT Mask"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.