# Salient Object Detection on SOD (F-mean)

Source: [Salient Object Detection on SOD (F-mean)](<https://www.sota2.com/research/sota/salient-object-detection-on-sod-f-mean>)

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

Data updated: 2026-02-26T05:42:41.594Z

Evaluation of Salient Object Detection performance on the SOD dataset, reporting the F-mean metric.

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 | Salient Object Detection |
| Dataset (including any stated split) | SOD |
| Metric | F-mean |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [F-mean](<https://www.sota2.com/research/sota/salient-object-detection-on-sod-f-mean.md?metric=F-mean>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F-mean | Result date | Report paper |
| --- | --- | --- | --- |
| UniLSeg-100 | 86.3 | Not recorded | 68fa75d61e209131cea6a28a |
| UniLSeg-20 | 85.7 | Not recorded | 68fa75d61e209131cea6a28a |
| ICON | 80.2 | Not recorded | 68fa75d61e209131cea6a28a |
| F3Net | 77.5 | Not recorded | 68fa75d61e209131cea6a28a |

### UniLSeg-100

F-mean: 86.3. Result ID: 699402463a6c3148491a4c01.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75d61e209131cea6a28a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d61e209131cea6a28a.md>)

Recorded evaluation configuration: {"SA-1B data sampling":"100%"}. This record does not assert independent reproduction.

### UniLSeg-20

F-mean: 85.7. Result ID: 699402463a6c3148491a4c00.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75d61e209131cea6a28a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d61e209131cea6a28a.md>)

Recorded evaluation configuration: {"SA-1B data sampling":"20%"}. This record does not assert independent reproduction.

### ICON

F-mean: 80.2. Result ID: 699402463a6c3148491a4bff.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75d61e209131cea6a28a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cc01e209131cea35cb9.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### F3Net

F-mean: 77.5. Result ID: 699402463a6c3148491a4bfe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75d61e209131cea6a28a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66b81e209131cea12123.md>)

[Implementation](<https://github.com/weijun88/F3Net>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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