# Whole Scene Reconstruction on Captured Scene Manual SAM Mask (2 scenes) Source: [Whole Scene Reconstruction on Captured Scene Manual SAM Mask (2 scenes)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:56:52.498Z Evaluation of Whole Scene Reconstruction performance on the Captured Scene Manual SAM Mask (2 scenes) dataset, utilizing image fidelity metrics including 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) | Captured Scene Manual SAM Mask (2 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: SCALAR. - [LPIPS](): Lower is better; unit: SCALAR. - [D-MAE](): Lower is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | All | 18.27 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | All | 17.85 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | Ours (Instance-aware NBV policy) | 16.71 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | POp-D | 15.65 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | POp-B | 15.58 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | Random | 15.57 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | Spiral | 15.49 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | POp-T | 15.44 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | FisherRF | 15.34 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | FPS | 15.26 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | POp-B | 15.2 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | POp-D | 15.18 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | Random | 15.11 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | POp-T | 14.96 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | FisherRF | 14.91 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | Spiral | 14.56 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | | FPS | 14.23 | Not recorded | 698abbd4c97a0b3e3b5de1f0 | ### All PSNR: 18.27. Result ID: 6999bfe65698665ec43b46f8. [Reporting paper]() Recorded evaluation configuration: {"Object masking":"With Obj mask"}. This record does not assert independent reproduction. ### All PSNR: 17.85. Result ID: 6999bfe65698665ec43b46f7. [Reporting paper]() Recorded evaluation configuration: {"Object masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### Ours (Instance-aware NBV policy) PSNR: 16.71. Result ID: 6999bfe65698665ec43b4707. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object masking":"With Obj mask"}. This record does not assert independent reproduction. ### POp-D PSNR: 15.65. Result ID: 6999bfe65698665ec43b4704. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object masking":"With Obj mask"}. This record does not assert independent reproduction. ### POp-B PSNR: 15.58. Result ID: 6999bfe65698665ec43b4706. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object masking":"With Obj mask"}. This record does not assert independent reproduction. ### Random PSNR: 15.57. Result ID: 6999bfe65698665ec43b46fc. [Reporting paper]() Recorded evaluation configuration: {"Object masking":"With Obj mask"}. This record does not assert independent reproduction. ### Spiral PSNR: 15.49. Result ID: 6999bfe65698665ec43b46fa. [Reporting paper]() Recorded evaluation configuration: {"Object masking":"With Obj mask"}. This record does not assert independent reproduction. ### POp-T PSNR: 15.44. Result ID: 6999bfe65698665ec43b4702. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object masking":"With Obj mask"}. This record does not assert independent reproduction. ### FisherRF PSNR: 15.34. Result ID: 6999bfe65698665ec43b4700. [Reporting paper]() Recorded evaluation configuration: {"Object masking":"With Obj mask"}. This record does not assert independent reproduction. ### FPS PSNR: 15.26. Result ID: 6999bfe65698665ec43b46fe. [Reporting paper]() Recorded evaluation configuration: {"Object masking":"With Obj mask"}. This record does not assert independent reproduction. ### POp-B PSNR: 15.2. Result ID: 6999bfe65698665ec43b4705. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### POp-D PSNR: 15.18. Result ID: 6999bfe65698665ec43b4703. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### Random PSNR: 15.11. Result ID: 6999bfe65698665ec43b46fb. [Reporting paper]() Recorded evaluation configuration: {"Object masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### POp-T PSNR: 14.96. Result ID: 6999bfe65698665ec43b4701. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Object masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### FisherRF PSNR: 14.91. Result ID: 6999bfe65698665ec43b46ff. [Reporting paper]() Recorded evaluation configuration: {"Object masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### Spiral PSNR: 14.56. Result ID: 6999bfe65698665ec43b46f9. [Reporting paper]() Recorded evaluation configuration: {"Object masking":"W/o Obj mask"}. This record does not assert independent reproduction. ### FPS PSNR: 14.23. Result ID: 6999bfe65698665ec43b46fd. [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.