# Salient Object Detection on UHRSD-TE 988

Source: [Salient Object Detection on UHRSD-TE 988](<https://www.sota2.com/research/sota/salient-object-detection-on-uhrsd-te-988>)

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

Data updated: 2026-02-26T06:04:25.707Z

Evaluation of Salient Object Detection performance on the UHRSD-TE 988 dataset, reporting metrics such as Sm, Fw\_beta, Em, and M.

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) | UHRSD-TE 988 |
| Metric | Sm |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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

- [Sm](<https://www.sota2.com/research/sota/salient-object-detection-on-uhrsd-te-988.md?metric=Sm>): Higher is better; unit: PERCENT.

- [Fw\_beta](<https://www.sota2.com/research/sota/salient-object-detection-on-uhrsd-te-988.md?metric=Fw_beta>): Higher is better; unit: PERCENT.

- [Em](<https://www.sota2.com/research/sota/salient-object-detection-on-uhrsd-te-988.md?metric=Em>): Higher is better; unit: PERCENT.

- [M](<https://www.sota2.com/research/sota/salient-object-detection-on-uhrsd-te-988.md?metric=M>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Sm | Result date | Report paper |
| --- | --- | --- | --- |
| BiRefNet | 95.7 | Not recorded | 68fa7a361e209131cea81ce4 |
| BiRefNet | 95.2 | Not recorded | 68fa7a361e209131cea81ce4 |
| BiRefNet | 95.2 | Not recorded | 68fa7a361e209131cea81ce4 |
| BiRefNet | 93.7 | Not recorded | 68fa7a361e209131cea81ce4 |
| PGNet | 93.5 | Not recorded | 68fa7a361e209131cea81ce4 |
| BiRefNet | 93.1 | Not recorded | 68fa7a361e209131cea81ce4 |
| PGNet | 91.2 | Not recorded | 68fa7a361e209131cea81ce4 |
| PGNet | 91.2 | Not recorded | 68fa7a361e209131cea81ce4 |
| DHQ | 90 | Not recorded | 68fa7a361e209131cea81ce4 |
| LDF | 88.8 | Not recorded | 68fa7a361e209131cea81ce4 |

### BiRefNet

Sm: 95.7. Result ID: 698b71eb7a967eddb76ea2c0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Implementation](<https://github.com/ZhengPeng7/BiRefNet>)

Recorded evaluation configuration: {"Training sets (TR)":"1, 2, 3"}. This record does not assert independent reproduction.

### BiRefNet

Sm: 95.2. Result ID: 698b71eb7a967eddb76ea2be.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Implementation](<https://github.com/ZhengPeng7/BiRefNet>)

Recorded evaluation configuration: {"Training sets (TR)":"1, 3"}. This record does not assert independent reproduction.

### BiRefNet

Sm: 95.2. Result ID: 698b71eb7a967eddb76ea2bf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Implementation](<https://github.com/ZhengPeng7/BiRefNet>)

Recorded evaluation configuration: {"Training sets (TR)":"2, 3"}. This record does not assert independent reproduction.

### BiRefNet

Sm: 93.7. Result ID: 698b71eb7a967eddb76ea2bd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Implementation](<https://github.com/ZhengPeng7/BiRefNet>)

Recorded evaluation configuration: {"Training sets (TR)":"1, 2"}. This record does not assert independent reproduction.

### PGNet

Sm: 93.5. Result ID: 698b71eb7a967eddb76ea2bb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c361e209131cea32d44.md>)

[Implementation](<https://github.com/iCVTEAM/PGNet>)

Recorded evaluation configuration: {"Training sets (TR)":"2, 3"}. This record does not assert independent reproduction.

### BiRefNet

Sm: 93.1. Result ID: 698b71eb7a967eddb76ea2bc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Implementation](<https://github.com/ZhengPeng7/BiRefNet>)

Recorded evaluation configuration: {"Training sets (TR)":"1"}. This record does not assert independent reproduction.

### PGNet

Sm: 91.2. Result ID: 698b71eb7a967eddb76ea2b9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c361e209131cea32d44.md>)

[Implementation](<https://github.com/iCVTEAM/PGNet>)

Recorded evaluation configuration: {"Training sets (TR)":"1"}. This record does not assert independent reproduction.

### PGNet

Sm: 91.2. Result ID: 698b71eb7a967eddb76ea2ba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c361e209131cea32d44.md>)

[Implementation](<https://github.com/iCVTEAM/PGNet>)

Recorded evaluation configuration: {"Training sets (TR)":"1, 2"}. This record does not assert independent reproduction.

### DHQ

Sm: 90. Result ID: 698b71eb7a967eddb76ea2b8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6aa61e209131cea296e0.md>)

[Implementation](<https://github.com/luckybird1994/HQSOD>)

Recorded evaluation configuration: {"Training sets (TR)":"1, 2"}. This record does not assert independent reproduction.

### LDF

Sm: 88.8. Result ID: 698b71eb7a967eddb76ea2b7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a361e209131cea81ce4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68391e209131cea1ae6a.md>)

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

Recorded evaluation configuration: {"Training sets (TR)":"1"}. This record does not assert independent reproduction.

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