# Whole Scene Reconstruction on BlenderProc Synthetic Dataset 10 Scenes Source: [Whole Scene Reconstruction on BlenderProc Synthetic Dataset 10 Scenes]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:56:52.451Z Evaluation of whole scene reconstruction performance on the BlenderProc Synthetic Dataset 10 Scenes, measured using image fidelity metrics (PSNR, SSIM, LPIPS) and D-MAE. 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 | Whole Scene Reconstruction | | Dataset (including any stated split) | BlenderProc Synthetic Dataset 10 Scenes | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [PSNR](): Higher is better; unit: SCALAR. - [SSIM](): Higher is better; unit: PERCENT. - [LPIPS](): Lower is better; unit: SCALAR. - [D-MAE](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | All Views Baseline | 29.95 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | Object-aware 3DGS | 26.9 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | POp-B | 26.69 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | POp-D | 26.64 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | POp-T | 26.54 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | Spiral | 25.69 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | FisherRF | 25.34 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | Random | 24.91 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | FPS | 24.47 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | All Views Baseline | 23.87 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | POp-T | 19.07 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | POp-D | 19.04 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | POp-B | 19.04 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | FisherRF | 18.64 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | FPS | 18.42 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | Random | 17.95 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | Spiral | 17.75 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | ### All Views Baseline PSNR: 29.95. Result ID: 6999bfe65698665ec43b46cc. [Reporting paper]() Recorded evaluation configuration: {"Object Masking":"With Obj mask"}. This record does not assert independent reproduction. ### Object-aware 3DGS PSNR: 26.9. Result ID: 6999bfe65698665ec43b46d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object Masking":"With Obj mask"}. This record does not assert independent reproduction. ### POp-B PSNR: 26.69. Result ID: 6999bfe65698665ec43b46d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object Masking":"With Obj mask"}. This record does not assert independent reproduction. ### POp-D PSNR: 26.64. Result ID: 6999bfe65698665ec43b46d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object Masking":"With Obj mask"}. This record does not assert independent reproduction. ### POp-T PSNR: 26.54. Result ID: 6999bfe65698665ec43b46d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object Masking":"With Obj mask"}. This record does not assert independent reproduction. ### Spiral PSNR: 25.69. Result ID: 6999bfe65698665ec43b46cd. [Reporting paper]() Recorded evaluation configuration: {"Object Masking":"With Obj mask"}. This record does not assert independent reproduction. ### FisherRF PSNR: 25.34. Result ID: 6999bfe65698665ec43b46d0. [Reporting paper]() Recorded evaluation configuration: {"Object Masking":"With Obj mask"}. This record does not assert independent reproduction. ### Random PSNR: 24.91. Result ID: 6999bfe65698665ec43b46ce. [Reporting paper]() Recorded evaluation configuration: {"Object Masking":"With Obj mask"}. This record does not assert independent reproduction. ### FPS PSNR: 24.47. Result ID: 6999bfe65698665ec43b46cf. [Reporting paper]() Recorded evaluation configuration: {"Object Masking":"With Obj mask"}. This record does not assert independent reproduction. ### All Views Baseline PSNR: 23.87. Result ID: 6999bfe65698665ec43b46c4. [Reporting paper]() Recorded evaluation configuration: {"Object Masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### POp-T PSNR: 19.07. Result ID: 6999bfe65698665ec43b46c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object Masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### POp-D PSNR: 19.04. Result ID: 6999bfe65698665ec43b46ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object Masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### POp-B PSNR: 19.04. Result ID: 6999bfe65698665ec43b46cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object Masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### FisherRF PSNR: 18.64. Result ID: 6999bfe65698665ec43b46c8. [Reporting paper]() Recorded evaluation configuration: {"Object Masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### FPS PSNR: 18.42. Result ID: 6999bfe65698665ec43b46c7. [Reporting paper]() Recorded evaluation configuration: {"Object Masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### Random PSNR: 17.95. Result ID: 6999bfe65698665ec43b46c6. [Reporting paper]() Recorded evaluation configuration: {"Object Masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### Spiral PSNR: 17.75. Result ID: 6999bfe65698665ec43b46c5. [Reporting paper]() Recorded evaluation configuration: {"Object Masking":"W/o Obj mask"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.