# 3D CT Reconstruction on CT datasets engine, foot, jaw, pepper, teapot noise level synthetic (P1000) Source: [3D CT Reconstruction on CT datasets engine, foot, jaw, pepper, teapot noise level synthetic (P1000)]() Collection index: [llms.txt]() Data updated: 2026-03-04T17:01:33.209Z Evaluation of 3D CT Reconstruction performance on a synthetic dataset containing engine, foot, jaw, pepper, and teapot phantoms, tested specifically at P1000 noise level, using metrics like 2D MS-SSIM and 3D PSNR. 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 | 3D CT Reconstruction | | Dataset (including any stated split) | CT datasets engine, foot, jaw, pepper, teapot noise level synthetic (P1000) | | Metric | 2D MS-SSIM | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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 - [2D MS-SSIM](): Higher is better; unit: PERCENT. - [3D PSNR](): Higher is better; unit: SCALAR. ## Recorded results | Method | 2D MS-SSIM | Result date | Report paper | | --- | --- | --- | --- | | 3D FoJ | 83.8 | Not recorded | 69a66c582d603e6de3e3d179 | | 3D-TV | 82.9 | Not recorded | 69a66c582d603e6de3e3d179 | | Filter2Noise | 69.5 | Not recorded | 69a66c582d603e6de3e3d179 | | R2-Gaussian | 65.2 | Not recorded | 69a66c582d603e6de3e3d179 | ### 3D FoJ 2D MS-SSIM: 83.8. Result ID: 69a8655e6dbb7075b9501876. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 3D-TV 2D MS-SSIM: 82.9. Result ID: 69a8655e6dbb7075b9501873. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Filter2Noise 2D MS-SSIM: 69.5. Result ID: 69a8655e6dbb7075b9501875. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### R2-Gaussian 2D MS-SSIM: 65.2. Result ID: 69a8655e6dbb7075b9501874. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.