# Salient Object Detection on VT1000 (S\_alpha, F\_w\_beta, E\_phi, M)

Source: [Salient Object Detection on VT1000 (S\_alpha, F\_w\_beta, E\_phi, M)](<https://www.sota2.com/research/sota/salient-object-detection-on-vt1000-s_alpha-f_w_beta-e_phi-m>)

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

Data updated: 2026-04-15T08:42:30.850Z

Evaluation of Salient Object Detection performance on the VT1000 dataset, reporting metrics S\_alpha, F\_w\_beta, E\_phi, 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) | VT1000 |
| Metric | S\_alpha |
| 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

- [S\_alpha](<https://www.sota2.com/research/sota/salient-object-detection-on-vt1000-s_alpha-f_w_beta-e_phi-m.md?metric=S_alpha>): Higher is better; unit: PERCENT.

- [F\_w\_beta](<https://www.sota2.com/research/sota/salient-object-detection-on-vt1000-s_alpha-f_w_beta-e_phi-m.md?metric=F_w_beta>): Higher is better; unit: PERCENT.

- [E\_phi](<https://www.sota2.com/research/sota/salient-object-detection-on-vt1000-s_alpha-f_w_beta-e_phi-m.md?metric=E_phi>): Higher is better; unit: PERCENT.

- [M](<https://www.sota2.com/research/sota/salient-object-detection-on-vt1000-s_alpha-f_w_beta-e_phi-m.md?metric=M>): Lower is better; unit: PERCENT.

## Recorded results

| Method | S\_alpha | Result date | Report paper |
| --- | --- | --- | --- |
| Modality-Agnostic Prompting Framework | 0.954 | Not recorded | 69df1b767d0172140ec7b7ff |
| WaveNet | 0.952 | Not recorded | 69df1b767d0172140ec7b7ff |
| VSCode-v2 | 0.952 | Not recorded | 69df1b767d0172140ec7b7ff |
| SACNet | 0.949 | Not recorded | 69df1b767d0172140ec7b7ff |
| UniSOD | 0.946 | Not recorded | 69df1b767d0172140ec7b7ff |
| HRTTransNet | 0.945 | Not recorded | 69df1b767d0172140ec7b7ff |
| PCNet | 0.943 | Not recorded | 69df1b767d0172140ec7b7ff |

### Modality-Agnostic Prompting Framework

S\_alpha: 0.954. Result ID: 69df4e7547f34ce924c81c2a.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b767d0172140ec7b7ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69df1b767d0172140ec7b7ff.md>)

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

### WaveNet

S\_alpha: 0.952. Result ID: 69df4e7547f34ce924c81c25.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b767d0172140ec7b7ff.md>)

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

### VSCode-v2

S\_alpha: 0.952. Result ID: 69df4e7547f34ce924c81c27.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b767d0172140ec7b7ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72dd1e209131cea59049.md>)

[Implementation](<https://github.com/Sssssuperior/VSCode>)

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

### SACNet

S\_alpha: 0.949. Result ID: 69df4e7547f34ce924c81c26.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b767d0172140ec7b7ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73741e209131cea5c9fb.md>)

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

### UniSOD

S\_alpha: 0.946. Result ID: 69df4e7547f34ce924c81c28.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b767d0172140ec7b7ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73701e209131cea5c7dd.md>)

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

### HRTTransNet

S\_alpha: 0.945. Result ID: 69df4e7547f34ce924c81c24.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b767d0172140ec7b7ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e621e209131cea3f8ee.md>)

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

### PCNet

S\_alpha: 0.943. Result ID: 69df4e7547f34ce924c81c29.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b767d0172140ec7b7ff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76491e209131cea6c233.md>)

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

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