# RGB-T Saliency Object Detection on VT821 noisy (test)

Source: [RGB-T Saliency Object Detection on VT821 noisy (test)](<https://www.sota2.com/research/sota/rgb-t-saliency-object-detection-on-vt821-noisy-test>)

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

Data updated: 2026-02-26T06:02:41.839Z

Evaluation of RGB-T Saliency Object Detection performance on the noisy test split of the VT821 dataset.

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 | RGB-T Saliency Object Detection |
| Dataset (including any stated split) | VT821 noisy (test) |
| Metric | S-alpha |
| Unit | SCALAR |
| 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

- [S-alpha](<https://www.sota2.com/research/sota/rgb-t-saliency-object-detection-on-vt821-noisy-test.md?metric=S-alpha>): Higher is better; unit: SCALAR.

- [E-measure](<https://www.sota2.com/research/sota/rgb-t-saliency-object-detection-on-vt821-noisy-test.md?metric=E-measure>): Higher is better; unit: SCALAR.

- [F-beta Score](<https://www.sota2.com/research/sota/rgb-t-saliency-object-detection-on-vt821-noisy-test.md?metric=F-beta%20Score>): Higher is better; unit: SCALAR.

- [MAE](<https://www.sota2.com/research/sota/rgb-t-saliency-object-detection-on-vt821-noisy-test.md?metric=MAE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | S-alpha | Result date | Report paper |
| --- | --- | --- | --- |
| COLA | 0.85 | Not recorded | 68fa74121e209131cea5f9fc |
| DCNet | 0.818 | Not recorded | 68fa74121e209131cea5f9fc |
| MIDD | 0.812 | Not recorded | 68fa74121e209131cea5f9fc |
| TNet | 0.807 | Not recorded | 68fa74121e209131cea5f9fc |
| LSNet | 0.804 | Not recorded | 68fa74121e209131cea5f9fc |
| TAGFNet | 0.772 | Not recorded | 68fa74121e209131cea5f9fc |
| CSRNet | 0.736 | Not recorded | 68fa74121e209131cea5f9fc |
| ADF | 0.579 | Not recorded | 68fa74121e209131cea5f9fc |

### COLA

S-alpha: 0.85. Result ID: 69932e9e3a6c3148491446a9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74121e209131cea5f9fc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74121e209131cea5f9fc.md>)

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

### DCNet

S-alpha: 0.818. Result ID: 69932e9e3a6c3148491446a5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74121e209131cea5f9fc.md>)

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

### MIDD

S-alpha: 0.812. Result ID: 69932e9e3a6c3148491446a7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74121e209131cea5f9fc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a561e209131cea277f9.md>)

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

### TNet

S-alpha: 0.807. Result ID: 69932e9e3a6c3148491446a4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74121e209131cea5f9fc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6da41e209131cea3b167.md>)

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

### LSNet

S-alpha: 0.804. Result ID: 69932e9e3a6c3148491446a6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74121e209131cea5f9fc.md>)

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

### TAGFNet

S-alpha: 0.772. Result ID: 69932e9e3a6c3148491446a8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74121e209131cea5f9fc.md>)

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

### CSRNet

S-alpha: 0.736. Result ID: 69932e9e3a6c3148491446a2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74121e209131cea5f9fc.md>)

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

### ADF

S-alpha: 0.579. Result ID: 69932e9e3a6c3148491446a3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74121e209131cea5f9fc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c961e209131cea34a92.md>)

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

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