# CT Reconstruction on AAPM L067 Source: [CT Reconstruction on AAPM L067]() Collection index: [llms.txt]() Data updated: 2026-06-23T11:40:22.932Z Evaluation of CT Reconstruction performance on the AAPM L067 dataset, typically measured using PSNR and SSIM. 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 | CT Reconstruction | | Dataset (including any stated split) | AAPM L067 | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 32 of 32 | | 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. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | DPRF | 37.66 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | Diff-NAF | 37.21 | Not recorded | 691d4f18d6b0dd334292d7bc | | SAX-NeRF | 35.15 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | SAX-NeRF | 35.15 | Not recorded | 691d4f18d6b0dd334292d7bc | | NAF | 34.91 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | NAF | 34.91 | Not recorded | 691d4f18d6b0dd334292d7bc | | NeRF | 32.79 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | NeRF | 32.79 | Not recorded | 691d4f18d6b0dd334292d7bc | | NeAT | 32.74 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | NeAT | 32.74 | Not recorded | 691d4f18d6b0dd334292d7bc | | InTomo | 32.53 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | InTomo | 32.53 | Not recorded | 691d4f18d6b0dd334292d7bc | | CSDN | 32.44 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | Diff-NAF | 32.17 | Not recorded | 691d4f18d6b0dd334292d7bc | | SART | 31.42 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | SART | 31.42 | Not recorded | 691d4f18d6b0dd334292d7bc | | SAX-NeRF | 30.5 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | InTomo | 29.8 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | NAF | 29.49 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | NAF | 29.18 | Not recorded | 691d4f18d6b0dd334292d7bc | | InTomo | 28.74 | Not recorded | 691d4f18d6b0dd334292d7bc | | SAX-NeRF | 28.45 | Not recorded | 691d4f18d6b0dd334292d7bc | | NeAT | 27.99 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | NeAT | 27.59 | Not recorded | 691d4f18d6b0dd334292d7bc | | NeRF | 27.25 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | SART | 27.11 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | NeRF | 26.87 | Not recorded | 691d4f18d6b0dd334292d7bc | | SART | 26.54 | Not recorded | 691d4f18d6b0dd334292d7bc | | FDK | 22.23 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | FDK | 22.15 | Not recorded | 698abbbec97a0b3e3b5de0d3 | | FDK | 22.15 | Not recorded | 691d4f18d6b0dd334292d7bc | | FDK | 21.64 | Not recorded | 691d4f18d6b0dd334292d7bc | ### DPRF PSNR: 37.66. Result ID: 69972abc5698665ec4799cd1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction. ### Diff-NAF PSNR: 37.21. Result ID: 6a3a708efbc373592c3808ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction. ### SAX-NeRF PSNR: 35.15. Result ID: 69972abc5698665ec4799cd0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction. ### SAX-NeRF PSNR: 35.15. Result ID: 6a3a708efbc373592c3808eb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction. ### NAF PSNR: 34.91. Result ID: 69972abc5698665ec4799ccf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction. ### NAF PSNR: 34.91. Result ID: 6a3a708efbc373592c3808ea. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction. ### NeRF PSNR: 32.79. Result ID: 69972abc5698665ec4799ccd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction. ### NeRF PSNR: 32.79. Result ID: 6a3a708efbc373592c3808e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction. ### NeAT PSNR: 32.74. Result ID: 69972abc5698665ec4799cce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction. ### NeAT PSNR: 32.74. Result ID: 6a3a708efbc373592c3808e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction. ### InTomo PSNR: 32.53. Result ID: 69972abc5698665ec4799ccc. [Reporting paper]() Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction. ### InTomo PSNR: 32.53. Result ID: 6a3a708efbc373592c3808e7. [Reporting paper]() Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction. ### CSDN PSNR: 32.44. Result ID: 69972abc5698665ec4799d01. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction. ### Diff-NAF PSNR: 32.17. Result ID: 6a3a708efbc373592c3808bc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction. ### SART PSNR: 31.42. Result ID: 69972abc5698665ec4799ccb. [Reporting paper]() Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction. ### SART PSNR: 31.42. Result ID: 6a3a708efbc373592c3808e6. [Reporting paper]() Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction. ### SAX-NeRF PSNR: 30.5. Result ID: 69972abc5698665ec4799d00. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction. ### InTomo PSNR: 29.8. Result ID: 69972abc5698665ec4799cfc. [Reporting paper]() Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction. ### NAF PSNR: 29.49. Result ID: 69972abc5698665ec4799cff. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction. ### NAF PSNR: 29.18. Result ID: 6a3a708efbc373592c3808ba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction. ### InTomo PSNR: 28.74. Result ID: 6a3a708efbc373592c3808b7. [Reporting paper]() Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction. ### SAX-NeRF PSNR: 28.45. Result ID: 6a3a708efbc373592c3808bb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction. ### NeAT PSNR: 27.99. Result ID: 69972abc5698665ec4799cfe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction. ### NeAT PSNR: 27.59. Result ID: 6a3a708efbc373592c3808b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction. ### NeRF PSNR: 27.25. Result ID: 69972abc5698665ec4799cfd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction. ### SART PSNR: 27.11. Result ID: 69972abc5698665ec4799cfb. [Reporting paper]() Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction. ### NeRF PSNR: 26.87. Result ID: 6a3a708efbc373592c3808b8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction. ### SART PSNR: 26.54. Result ID: 6a3a708efbc373592c3808b6. [Reporting paper]() Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction. ### FDK PSNR: 22.23. Result ID: 69972abc5698665ec4799cfa. [Reporting paper]() Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction. ### FDK PSNR: 22.15. Result ID: 69972abc5698665ec4799cca. [Reporting paper]() Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction. ### FDK PSNR: 22.15. Result ID: 6a3a708efbc373592c3808e5. [Reporting paper]() Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction. ### FDK PSNR: 21.64. Result ID: 6a3a708efbc373592c3808b5. [Reporting paper]() Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.