# OD/OC Segmentation on OD/OC Sites A-E (test)

Source: [OD/OC Segmentation on OD/OC Sites A-E (test)](<https://www.sota2.com/research/sota/od-oc-segmentation-on-od-oc-sites-a-e-test>)

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

Data updated: 2026-03-13T07:58:19.302Z

Evaluation of OD/OC Segmentation performance on the OD/OC Sites A-E test set, reporting DSC and Performance degradation metrics.

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 | OD/OC Segmentation |
| Dataset (including any stated split) | OD/OC Sites A-E (test) |
| Metric | DSC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [DSC](<https://www.sota2.com/research/sota/od-oc-segmentation-on-od-oc-sites-a-e-test.md?metric=DSC>): Higher is better; unit: PERCENT.

- [Performance Degradation](<https://www.sota2.com/research/sota/od-oc-segmentation-on-od-oc-sites-a-e-test.md?metric=Performance%20Degradation>): Lower is better; unit: SCALAR.

## Recorded results

| Method | DSC | Result date | Report paper |
| --- | --- | --- | --- |
| SPEGC | 83.1 | Not recorded | 69b399ee0636e5bf4afbc929 |
| TTDG | 81.79 | Not recorded | 69b399ee0636e5bf4afbc929 |
| NC-TTT | 77.3 | Not recorded | 69b399ee0636e5bf4afbc929 |
| GraTa | 75.13 | Not recorded | 69b399ee0636e5bf4afbc929 |
| No Adapt | 72.75 | Not recorded | 69b399ee0636e5bf4afbc929 |
| VPTTA | 72.72 | Not recorded | 69b399ee0636e5bf4afbc929 |
| SAR | 72.47 | Not recorded | 69b399ee0636e5bf4afbc929 |

### SPEGC

DSC: 83.1. Result ID: 69b3c27d47f34ce9249d8f9a.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

Recorded evaluation configuration: {"Protocol":"Long-term Continual Test-Time Adaptation"}. This record does not assert independent reproduction.

### TTDG

DSC: 81.79. Result ID: 69b3c27d47f34ce9249d8f99.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77751e209131cea733fd.md>)

[Implementation](<https://github.com/Yore0/TTDG-MGM>)

Recorded evaluation configuration: {"Protocol":"Long-term Continual Test-Time Adaptation"}. This record does not assert independent reproduction.

### NC-TTT

DSC: 77.3. Result ID: 69b3c27d47f34ce9249d8f96.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72e11e209131cea5925d.md>)

Recorded evaluation configuration: {"Protocol":"Long-term Continual Test-Time Adaptation"}. This record does not assert independent reproduction.

### GraTa

DSC: 75.13. Result ID: 69b3c27d47f34ce9249d8f98.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66401e209131cea0f2db.md>)

Recorded evaluation configuration: {"Protocol":"Long-term Continual Test-Time Adaptation"}. This record does not assert independent reproduction.

### No Adapt

DSC: 72.75. Result ID: 69b3c27d47f34ce9249d8f94.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa671a1e209131cea14359.md>)

Recorded evaluation configuration: {"Protocol":"Long-term Continual Test-Time Adaptation"}. This record does not assert independent reproduction.

### VPTTA

DSC: 72.72. Result ID: 69b3c27d47f34ce9249d8f97.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73541e209131cea5bdc1.md>)

Recorded evaluation configuration: {"Protocol":"Long-term Continual Test-Time Adaptation"}. This record does not assert independent reproduction.

### SAR

DSC: 72.47. Result ID: 69b3c27d47f34ce9249d8f95.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e961e209131cea40e77.md>)

Recorded evaluation configuration: {"Protocol":"Long-term Continual Test-Time Adaptation"}. This record does not assert independent reproduction.

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