# Articulated Mesh Reconstruction on DFaust Out of Distribution 6 (unseen pose) Source: [Articulated Mesh Reconstruction on DFaust Out of Distribution 6 (unseen pose)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:29.455Z Evaluation of Articulated Mesh Reconstruction performance using the DFaust Out of Distribution 6 dataset, specifically focusing on the unseen pose setting. 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 | Articulated Mesh Reconstruction | | Dataset (including any stated split) | DFaust Out of Distribution 6 (unseen pose) | | Metric | IoU BBox | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 - [IoU BBox](): Higher is better; unit: PERCENT. - [IoU Surface](): Higher is better; unit: PERCENT. ## Recorded results | Method | IoU BBox | Result date | Report paper | | --- | --- | --- | --- | | Frame Averaging | 96.76 | Not recorded | 68fa6d4a1e209131cea38d4a | | Frame Averaging | 96.45 | Not recorded | 68fa6d4a1e209131cea38d4a | | Frame Averaging | 96.35 | Not recorded | 68fa6d4a1e209131cea38d4a | | Frame Averaging | 96.19 | Not recorded | 68fa6d4a1e209131cea38d4a | | Frame Averaging | 96.12 | Not recorded | 68fa6d4a1e209131cea38d4a | | Frame Averaging | 95.99 | Not recorded | 68fa6d4a1e209131cea38d4a | | SNARF | 95.61 | Not recorded | 68fa6d4a1e209131cea38d4a | | Frame Averaging | 95.61 | Not recorded | 68fa6d4a1e209131cea38d4a | | Frame Averaging | 95.31 | Not recorded | 68fa6d4a1e209131cea38d4a | | Frame Averaging | 95.17 | Not recorded | 68fa6d4a1e209131cea38d4a | | Frame Averaging | 94.75 | Not recorded | 68fa6d4a1e209131cea38d4a | | SNARF | 94.67 | Not recorded | 68fa6d4a1e209131cea38d4a | | SNARF | 94.51 | Not recorded | 68fa6d4a1e209131cea38d4a | | SNARF | 94.48 | Not recorded | 68fa6d4a1e209131cea38d4a | | SNARF | 94.13 | Not recorded | 68fa6d4a1e209131cea38d4a | | SNARF | 93.99 | Not recorded | 68fa6d4a1e209131cea38d4a | | SNARF | 93.76 | Not recorded | 68fa6d4a1e209131cea38d4a | | SNARF | 93.76 | Not recorded | 68fa6d4a1e209131cea38d4a | | SNARF | 93.57 | Not recorded | 68fa6d4a1e209131cea38d4a | | SNARF | 91.22 | Not recorded | 68fa6d4a1e209131cea38d4a | | NASA | 87.71 | Not recorded | 68fa6d4a1e209131cea38d4a | | NASA | 87.54 | Not recorded | 68fa6d4a1e209131cea38d4a | | NASA | 86.01 | Not recorded | 68fa6d4a1e209131cea38d4a | | NASA | 84.58 | Not recorded | 68fa6d4a1e209131cea38d4a | | NASA | 83.97 | Not recorded | 68fa6d4a1e209131cea38d4a | | NASA | 83.14 | Not recorded | 68fa6d4a1e209131cea38d4a | | NASA | 83.06 | Not recorded | 68fa6d4a1e209131cea38d4a | | NASA | 81.8 | Not recorded | 68fa6d4a1e209131cea38d4a | | NASA | 80.22 | Not recorded | 68fa6d4a1e209131cea38d4a | | NASA | 78.15 | Not recorded | 68fa6d4a1e209131cea38d4a | ### Frame Averaging IoU BBox: 96.76. Result ID: 698f857b3a6c314849f9aac4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50002"}. This record does not assert independent reproduction. ### Frame Averaging IoU BBox: 96.45. Result ID: 698f857b3a6c314849f9aadc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50026"}. This record does not assert independent reproduction. ### Frame Averaging IoU BBox: 96.35. Result ID: 698f857b3a6c314849f9aad3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50021"}. This record does not assert independent reproduction. ### Frame Averaging IoU BBox: 96.19. Result ID: 698f857b3a6c314849f9aac7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50004"}. This record does not assert independent reproduction. ### Frame Averaging IoU BBox: 96.12. Result ID: 698f857b3a6c314849f9aad6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50022"}. This record does not assert independent reproduction. ### Frame Averaging IoU BBox: 95.99. Result ID: 698f857b3a6c314849f9aad9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50025"}. This record does not assert independent reproduction. ### SNARF IoU BBox: 95.61. Result ID: 698f857b3a6c314849f9aac6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Subject ID":"50004"}. This record does not assert independent reproduction. ### Frame Averaging IoU BBox: 95.61. Result ID: 698f857b3a6c314849f9aadf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50027"}. This record does not assert independent reproduction. ### Frame Averaging IoU BBox: 95.31. Result ID: 698f857b3a6c314849f9aaca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50007"}. This record does not assert independent reproduction. ### Frame Averaging IoU BBox: 95.17. Result ID: 698f857b3a6c314849f9aad0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50020"}. This record does not assert independent reproduction. ### Frame Averaging IoU BBox: 94.75. Result ID: 698f857b3a6c314849f9aacd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50009"}. This record does not assert independent reproduction. ### SNARF IoU BBox: 94.67. Result ID: 698f857b3a6c314849f9aad5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Subject ID":"50022"}. This record does not assert independent reproduction. ### SNARF IoU BBox: 94.51. Result ID: 698f857b3a6c314849f9aac3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Subject ID":"50002"}. This record does not assert independent reproduction. ### SNARF IoU BBox: 94.48. Result ID: 698f857b3a6c314849f9aad8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Subject ID":"50025"}. This record does not assert independent reproduction. ### SNARF IoU BBox: 94.13. Result ID: 698f857b3a6c314849f9aadb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Subject ID":"50026"}. This record does not assert independent reproduction. ### SNARF IoU BBox: 93.99. Result ID: 698f857b3a6c314849f9aac9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Subject ID":"50007"}. This record does not assert independent reproduction. ### SNARF IoU BBox: 93.76. Result ID: 698f857b3a6c314849f9aad2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Subject ID":"50021"}. This record does not assert independent reproduction. ### SNARF IoU BBox: 93.76. Result ID: 698f857b3a6c314849f9aade. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Subject ID":"50027"}. This record does not assert independent reproduction. ### SNARF IoU BBox: 93.57. Result ID: 698f857b3a6c314849f9aacf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Subject ID":"50020"}. This record does not assert independent reproduction. ### SNARF IoU BBox: 91.22. Result ID: 698f857b3a6c314849f9aacc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Subject ID":"50009"}. This record does not assert independent reproduction. ### NASA IoU BBox: 87.71. Result ID: 698f857b3a6c314849f9aac2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50002"}. This record does not assert independent reproduction. ### NASA IoU BBox: 87.54. Result ID: 698f857b3a6c314849f9aad4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50022"}. This record does not assert independent reproduction. ### NASA IoU BBox: 86.01. Result ID: 698f857b3a6c314849f9aac5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50004"}. This record does not assert independent reproduction. ### NASA IoU BBox: 84.58. Result ID: 698f857b3a6c314849f9aada. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50026"}. This record does not assert independent reproduction. ### NASA IoU BBox: 83.97. Result ID: 698f857b3a6c314849f9aadd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50027"}. This record does not assert independent reproduction. ### NASA IoU BBox: 83.14. Result ID: 698f857b3a6c314849f9aad7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50025"}. This record does not assert independent reproduction. ### NASA IoU BBox: 83.06. Result ID: 698f857b3a6c314849f9aace. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50020"}. This record does not assert independent reproduction. ### NASA IoU BBox: 81.8. Result ID: 698f857b3a6c314849f9aad1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50021"}. This record does not assert independent reproduction. ### NASA IoU BBox: 80.22. Result ID: 698f857b3a6c314849f9aac8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50007"}. This record does not assert independent reproduction. ### NASA IoU BBox: 78.15. Result ID: 698f857b3a6c314849f9aacb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Subject ID":"50009"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.