# Cross-Domain Few-Shot Segmentation on SUIM (test)

Source: [Cross-Domain Few-Shot Segmentation on SUIM (test)](<https://www.sota2.com/research/sota/cross-domain-few-shot-segmentation-on-suim-test>)

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

Data updated: 2026-02-26T06:10:36.876Z

Evaluation of Cross-Domain Few-Shot Segmentation performance on the test split of the SUIM dataset, reporting mIoU.

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 | Cross-Domain Few-Shot Segmentation |
| Dataset (including any stated split) | SUIM (test) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [mIoU](<https://www.sota2.com/research/sota/cross-domain-few-shot-segmentation-on-suim-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| FSSDINO | 62.33 | Not recorded | 698abb7dc97a0b3e3b5ddf0e |
| FSSDINO | 53.78 | Not recorded | 698abb7dc97a0b3e3b5ddf0e |
| ABCDFSS | 41.3 | Not recorded | 698abb7dc97a0b3e3b5ddf0e |
| PATNet | 40.2 | Not recorded | 698abb7dc97a0b3e3b5ddf0e |
| ABCDFSS | 35.1 | Not recorded | 698abb7dc97a0b3e3b5ddf0e |
| PATNet | 32.1 | Not recorded | 698abb7dc97a0b3e3b5ddf0e |

### FSSDINO

mIoU: 62.33. Result ID: 69972e2c5698665ec47d2509.

[Reporting paper](<https://www.sota2.com/research/paper/698abb7dc97a0b3e3b5ddf0e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698abb7dc97a0b3e3b5ddf0e.md>)

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

### FSSDINO

mIoU: 53.78. Result ID: 69972e2c5698665ec47d2508.

[Reporting paper](<https://www.sota2.com/research/paper/698abb7dc97a0b3e3b5ddf0e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698abb7dc97a0b3e3b5ddf0e.md>)

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

### ABCDFSS

mIoU: 41.3. Result ID: 69972e2c5698665ec47d2507.

[Reporting paper](<https://www.sota2.com/research/paper/698abb7dc97a0b3e3b5ddf0e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73461e209131cea5b7e0.md>)

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

### PATNet

mIoU: 40.2. Result ID: 69972e2c5698665ec47d2505.

[Reporting paper](<https://www.sota2.com/research/paper/698abb7dc97a0b3e3b5ddf0e.md>)

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

### ABCDFSS

mIoU: 35.1. Result ID: 69972e2c5698665ec47d2506.

[Reporting paper](<https://www.sota2.com/research/paper/698abb7dc97a0b3e3b5ddf0e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73461e209131cea5b7e0.md>)

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

### PATNet

mIoU: 32.1. Result ID: 69972e2c5698665ec47d2504.

[Reporting paper](<https://www.sota2.com/research/paper/698abb7dc97a0b3e3b5ddf0e.md>)

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

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