# OD/OC Segmentation on Mixed Target Stream Domain A

Source: [OD/OC Segmentation on Mixed Target Stream Domain A](<https://www.sota2.com/research/sota/od-oc-segmentation-on-mixed-target-stream-domain-a>)

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

Data updated: 2026-03-13T07:58:19.126Z

Evaluation of OD/OC Segmentation performance on the Mixed Target Stream Domain A dataset, utilizing DSC, Emax, and Sα 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) | Mixed Target Stream Domain A |
| Metric | DSC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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-mixed-target-stream-domain-a.md?metric=DSC>): Higher is better; unit: PERCENT.

- [Emax](<https://www.sota2.com/research/sota/od-oc-segmentation-on-mixed-target-stream-domain-a.md?metric=Emax>): Higher is better; unit: PERCENT.

- [Sα Score](<https://www.sota2.com/research/sota/od-oc-segmentation-on-mixed-target-stream-domain-a.md?metric=S%CE%B1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | DSC | Result date | Report paper |
| --- | --- | --- | --- |
| SPEGC | 84.72 | Not recorded | 69b399ee0636e5bf4afbc929 |
| TTDG | 82.74 | Not recorded | 69b399ee0636e5bf4afbc929 |
| GraTA | 78.14 | Not recorded | 69b399ee0636e5bf4afbc929 |
| NC-TTT | 76.81 | Not recorded | 69b399ee0636e5bf4afbc929 |
| Domain Adaptor | 76.28 | Not recorded | 69b399ee0636e5bf4afbc929 |
| VPTTA | 75.17 | Not recorded | 69b399ee0636e5bf4afbc929 |
| SAR | 74.03 | Not recorded | 69b399ee0636e5bf4afbc929 |
| No Adapt (ResUNet-50) | 71.92 | Not recorded | 69b399ee0636e5bf4afbc929 |

### SPEGC

DSC: 84.72. Result ID: 69b3c27d47f34ce9249d8f6b.

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

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

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

### TTDG

DSC: 82.74. Result ID: 69b3c27d47f34ce9249d8f6a.

[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: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### GraTA

DSC: 78.14. Result ID: 69b3c27d47f34ce9249d8f69.

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

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

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

### NC-TTT

DSC: 76.81. Result ID: 69b3c27d47f34ce9249d8f67.

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

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

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

### Domain Adaptor

DSC: 76.28. Result ID: 69b3c27d47f34ce9249d8f66.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa705f1e209131cea4aae0.md>)

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

### VPTTA

DSC: 75.17. Result ID: 69b3c27d47f34ce9249d8f68.

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

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

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

### SAR

DSC: 74.03. Result ID: 69b3c27d47f34ce9249d8f65.

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

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

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

### No Adapt (ResUNet-50)

DSC: 71.92. Result ID: 69b3c27d47f34ce9249d8f64.

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

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

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

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