# CT Reconstruction on Foot

Source: [CT Reconstruction on Foot](<https://www.sota2.com/research/sota/ct-reconstruction-on-foot>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-06-23T11:40:23.074Z

Evaluation of CT Reconstruction performance on the Foot 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) | Foot |
| 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](<https://www.sota2.com/research/sota/ct-reconstruction-on-foot.md?metric=PSNR>): Higher is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/ct-reconstruction-on-foot.md?metric=SSIM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PSNR | Result date | Report paper |
| --- | --- | --- | --- |
| DPRF | 34.07 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| SAX-NeRF | 32.88 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| Diff-NAF | 32.09 | Not recorded | 691d4f18d6b0dd334292d7bc |
| NAF | 31.7 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| NAF | 31.7 | Not recorded | 691d4f18d6b0dd334292d7bc |
| SAX-NeRF | 31.59 | Not recorded | 691d4f18d6b0dd334292d7bc |
| NeAT | 31.19 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| NeAT | 31.19 | Not recorded | 691d4f18d6b0dd334292d7bc |
| NeRF | 31.18 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| NeRF | 31.18 | Not recorded | 691d4f18d6b0dd334292d7bc |
| CSDN | 30.95 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| InTomo | 30.86 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| InTomo | 30.86 | Not recorded | 691d4f18d6b0dd334292d7bc |
| Diff-NAF | 30.5 | Not recorded | 691d4f18d6b0dd334292d7bc |
| SART | 30.22 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| SART | 30.22 | Not recorded | 691d4f18d6b0dd334292d7bc |
| SAX-NeRF | 29.94 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| NeAT | 29.78 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| InTomo | 29.77 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| NAF | 29.64 | Not recorded | 691d4f18d6b0dd334292d7bc |
| NAF | 29.63 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| SAX-NeRF | 29.45 | Not recorded | 691d4f18d6b0dd334292d7bc |
| InTomo | 29.4 | Not recorded | 691d4f18d6b0dd334292d7bc |
| NeAT | 29.38 | Not recorded | 691d4f18d6b0dd334292d7bc |
| NeRF | 28.9 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| SART | 28.64 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| NeRF | 28.52 | Not recorded | 691d4f18d6b0dd334292d7bc |
| SART | 28.41 | Not recorded | 691d4f18d6b0dd334292d7bc |
| FDK | 24.35 | Not recorded | 698abbbec97a0b3e3b5de0d3 |
| FDK | 24.35 | Not recorded | 691d4f18d6b0dd334292d7bc |
| FDK | 20.17 | Not recorded | 691d4f18d6b0dd334292d7bc |
| FDK | 19.73 | Not recorded | 698abbbec97a0b3e3b5de0d3 |

### DPRF

PSNR: 34.07. Result ID: 69972abc5698665ec4799ce9.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction.

### SAX-NeRF

PSNR: 32.88. Result ID: 69972abc5698665ec4799ce8.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72a31e209131cea57b77.md>)

[Implementation](<https://github.com/caiyuanhao1998/SAX-NeRF>)

Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction.

### Diff-NAF

PSNR: 32.09. Result ID: 6a3a708efbc373592c380904.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction.

### NAF

PSNR: 31.7. Result ID: 69972abc5698665ec4799ce7.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d821e209131cea3a39f.md>)

[Implementation](<https://github.com/Ruyi-Zha/naf_cbct>)

Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction.

### NAF

PSNR: 31.7. Result ID: 6a3a708efbc373592c380902.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d821e209131cea3a39f.md>)

[Implementation](<https://github.com/Ruyi-Zha/naf_cbct>)

Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction.

### SAX-NeRF

PSNR: 31.59. Result ID: 6a3a708efbc373592c380903.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72a31e209131cea57b77.md>)

[Implementation](<https://github.com/caiyuanhao1998/SAX-NeRF>)

Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction.

### NeAT

PSNR: 31.19. Result ID: 69972abc5698665ec4799ce6.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bb71e209131cea2fcff.md>)

Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction.

### NeAT

PSNR: 31.19. Result ID: 6a3a708efbc373592c380901.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bb71e209131cea2fcff.md>)

Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction.

### NeRF

PSNR: 31.18. Result ID: 69972abc5698665ec4799ce5.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68171e209131cea1a247.md>)

Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction.

### NeRF

PSNR: 31.18. Result ID: 6a3a708efbc373592c380900.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68171e209131cea1a247.md>)

Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction.

### CSDN

PSNR: 30.95. Result ID: 69972abc5698665ec4799d19.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction.

### InTomo

PSNR: 30.86. Result ID: 69972abc5698665ec4799ce4.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction.

### InTomo

PSNR: 30.86. Result ID: 6a3a708efbc373592c3808ff.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction.

### Diff-NAF

PSNR: 30.5. Result ID: 6a3a708efbc373592c3808d4.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction.

### SART

PSNR: 30.22. Result ID: 69972abc5698665ec4799ce3.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction.

### SART

PSNR: 30.22. Result ID: 6a3a708efbc373592c3808fe.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction.

### SAX-NeRF

PSNR: 29.94. Result ID: 69972abc5698665ec4799d18.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72a31e209131cea57b77.md>)

[Implementation](<https://github.com/caiyuanhao1998/SAX-NeRF>)

Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction.

### NeAT

PSNR: 29.78. Result ID: 69972abc5698665ec4799d16.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bb71e209131cea2fcff.md>)

Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction.

### InTomo

PSNR: 29.77. Result ID: 69972abc5698665ec4799d14.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction.

### NAF

PSNR: 29.64. Result ID: 6a3a708efbc373592c3808d2.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d821e209131cea3a39f.md>)

[Implementation](<https://github.com/Ruyi-Zha/naf_cbct>)

Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction.

### NAF

PSNR: 29.63. Result ID: 69972abc5698665ec4799d17.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d821e209131cea3a39f.md>)

[Implementation](<https://github.com/Ruyi-Zha/naf_cbct>)

Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction.

### SAX-NeRF

PSNR: 29.45. Result ID: 6a3a708efbc373592c3808d3.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72a31e209131cea57b77.md>)

[Implementation](<https://github.com/caiyuanhao1998/SAX-NeRF>)

Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction.

### InTomo

PSNR: 29.4. Result ID: 6a3a708efbc373592c3808cf.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction.

### NeAT

PSNR: 29.38. Result ID: 6a3a708efbc373592c3808d1.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bb71e209131cea2fcff.md>)

Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction.

### NeRF

PSNR: 28.9. Result ID: 69972abc5698665ec4799d15.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68171e209131cea1a247.md>)

Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction.

### SART

PSNR: 28.64. Result ID: 69972abc5698665ec4799d13.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction.

### NeRF

PSNR: 28.52. Result ID: 6a3a708efbc373592c3808d0.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68171e209131cea1a247.md>)

Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction.

### SART

PSNR: 28.41. Result ID: 6a3a708efbc373592c3808ce.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction.

### FDK

PSNR: 24.35. Result ID: 69972abc5698665ec4799ce2.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

Recorded evaluation configuration: {"Views":50}. This record does not assert independent reproduction.

### FDK

PSNR: 24.35. Result ID: 6a3a708efbc373592c3808fd.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

Recorded evaluation configuration: {"View Setting":"50-view"}. This record does not assert independent reproduction.

### FDK

PSNR: 20.17. Result ID: 6a3a708efbc373592c3808cd.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f18d6b0dd334292d7bc.md>)

Recorded evaluation configuration: {"setting":"20-view"}. This record does not assert independent reproduction.

### FDK

PSNR: 19.73. Result ID: 69972abc5698665ec4799d12.

[Reporting paper](<https://www.sota2.com/research/paper/698abbbec97a0b3e3b5de0d3.md>)

Recorded evaluation configuration: {"view setting":"23-view"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
