# Spherical Surface Reconstruction on 50mm Sphere

Source: [Spherical Surface Reconstruction on 50mm Sphere](<https://www.sota2.com/research/sota/spherical-surface-reconstruction-on-50mm-sphere>)

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

Data updated: 2026-03-17T08:00:08.976Z

Evaluation of 3D surface reconstruction accuracy for the 50mm Sphere dataset, reporting metrics such as Radius, RMSE, Mean, and STD.

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 | Spherical Surface Reconstruction |
| Dataset (including any stated split) | 50mm Sphere |
| Metric | Radius (mm) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 20 of 20 |
| 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

- [Radius (mm)](<https://www.sota2.com/research/sota/spherical-surface-reconstruction-on-50mm-sphere.md?metric=Radius%20(mm)>): Higher is better; unit: SCALAR.

- [RMSE (mm)](<https://www.sota2.com/research/sota/spherical-surface-reconstruction-on-50mm-sphere.md?metric=RMSE%20(mm)>): Lower is better; unit: SCALAR.

- [Mean Error (mm)](<https://www.sota2.com/research/sota/spherical-surface-reconstruction-on-50mm-sphere.md?metric=Mean%20Error%20(mm)>): Lower is better; unit: SCALAR.

- [STD (mm)](<https://www.sota2.com/research/sota/spherical-surface-reconstruction-on-50mm-sphere.md?metric=STD%20(mm)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Radius (mm) | Result date | Report paper |
| --- | --- | --- | --- |
| Proposed method | 50.119 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| Proposed method | 50.025 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| Proposed method | 50.022 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| Proposed method | 50 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| Proposed method | 49.994 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| Proposed method | 49.988 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| Proposed method | 49.95 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| Proposed method | 49.942 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| Proposed method | 49.939 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| Proposed method | 49.914 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| SV-based method | 49.88 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| SV-based method | 49.875 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| SV-based method | 49.862 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| SV-based method | 49.86 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| SV-based method | 49.846 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| SV-based method | 49.832 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| SV-based method | 49.825 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| SV-based method | 49.812 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| SV-based method | 49.803 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |
| SV-based method | 49.802 | Not recorded | 69b8e00a0636e5bf4afbe9f7 |

### Proposed method

Radius (mm): 50.119. Result ID: 69b9080e47f34ce924a14cb0.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

Recorded evaluation configuration: {"Pose":"5"}. This record does not assert independent reproduction.

### Proposed method

Radius (mm): 50.025. Result ID: 69b9080e47f34ce924a14cac.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

Recorded evaluation configuration: {"Pose":"3"}. This record does not assert independent reproduction.

### Proposed method

Radius (mm): 50.022. Result ID: 69b9080e47f34ce924a14cb4.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

Recorded evaluation configuration: {"Pose":"7"}. This record does not assert independent reproduction.

### Proposed method

Radius (mm): 50. Result ID: 69b9080e47f34ce924a14cb2.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

Recorded evaluation configuration: {"Pose":"6"}. This record does not assert independent reproduction.

### Proposed method

Radius (mm): 49.994. Result ID: 69b9080e47f34ce924a14ca8.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

Recorded evaluation configuration: {"Pose":"1"}. This record does not assert independent reproduction.

### Proposed method

Radius (mm): 49.988. Result ID: 69b9080e47f34ce924a14cba.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

Recorded evaluation configuration: {"Pose":"10"}. This record does not assert independent reproduction.

### Proposed method

Radius (mm): 49.95. Result ID: 69b9080e47f34ce924a14cae.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

Recorded evaluation configuration: {"Pose":"4"}. This record does not assert independent reproduction.

### Proposed method

Radius (mm): 49.942. Result ID: 69b9080e47f34ce924a14cb8.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

Recorded evaluation configuration: {"Pose":"9"}. This record does not assert independent reproduction.

### Proposed method

Radius (mm): 49.939. Result ID: 69b9080e47f34ce924a14cb6.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

Recorded evaluation configuration: {"Pose":"8"}. This record does not assert independent reproduction.

### Proposed method

Radius (mm): 49.914. Result ID: 69b9080e47f34ce924a14caa.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

Recorded evaluation configuration: {"Pose":"2"}. This record does not assert independent reproduction.

### SV-based method

Radius (mm): 49.88. Result ID: 69b9080e47f34ce924a14ca9.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa46831e209131ce920e7d.md>)

Recorded evaluation configuration: {"Pose":"1"}. This record does not assert independent reproduction.

### SV-based method

Radius (mm): 49.875. Result ID: 69b9080e47f34ce924a14cb3.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa46831e209131ce920e7d.md>)

Recorded evaluation configuration: {"Pose":"6"}. This record does not assert independent reproduction.

### SV-based method

Radius (mm): 49.862. Result ID: 69b9080e47f34ce924a14cad.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa46831e209131ce920e7d.md>)

Recorded evaluation configuration: {"Pose":"3"}. This record does not assert independent reproduction.

### SV-based method

Radius (mm): 49.86. Result ID: 69b9080e47f34ce924a14cb1.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa46831e209131ce920e7d.md>)

Recorded evaluation configuration: {"Pose":"5"}. This record does not assert independent reproduction.

### SV-based method

Radius (mm): 49.846. Result ID: 69b9080e47f34ce924a14cbb.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa46831e209131ce920e7d.md>)

Recorded evaluation configuration: {"Pose":"10"}. This record does not assert independent reproduction.

### SV-based method

Radius (mm): 49.832. Result ID: 69b9080e47f34ce924a14cb5.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa46831e209131ce920e7d.md>)

Recorded evaluation configuration: {"Pose":"7"}. This record does not assert independent reproduction.

### SV-based method

Radius (mm): 49.825. Result ID: 69b9080e47f34ce924a14cb9.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa46831e209131ce920e7d.md>)

Recorded evaluation configuration: {"Pose":"9"}. This record does not assert independent reproduction.

### SV-based method

Radius (mm): 49.812. Result ID: 69b9080e47f34ce924a14caf.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa46831e209131ce920e7d.md>)

Recorded evaluation configuration: {"Pose":"4"}. This record does not assert independent reproduction.

### SV-based method

Radius (mm): 49.803. Result ID: 69b9080e47f34ce924a14cb7.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa46831e209131ce920e7d.md>)

Recorded evaluation configuration: {"Pose":"8"}. This record does not assert independent reproduction.

### SV-based method

Radius (mm): 49.802. Result ID: 69b9080e47f34ce924a14cab.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e00a0636e5bf4afbe9f7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa46831e209131ce920e7d.md>)

Recorded evaluation configuration: {"Pose":"2"}. This record does not assert independent reproduction.

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