# RGB-T Salient Object Detection on VT821 136 (test)

Source: [RGB-T Salient Object Detection on VT821 136 (test)](<https://www.sota2.com/research/sota/rgb-t-salient-object-detection-on-vt821-136-test>)

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

Data updated: 2026-02-26T06:02:41.596Z

Evaluation of RGB-T Salient Object Detection performance on the test split of the VT821 136 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 Salient Object Detection |
| Dataset (including any stated split) | VT821 136 (test) |
| Metric | S-Measure |
| 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

- [S-Measure](<https://www.sota2.com/research/sota/rgb-t-salient-object-detection-on-vt821-136-test.md?metric=S-Measure>): Higher is better; unit: PERCENT.

- [Mean Absolute Error (MAE)](<https://www.sota2.com/research/sota/rgb-t-salient-object-detection-on-vt821-136-test.md?metric=Mean%20Absolute%20Error%20(MAE)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | S-Measure | Result date | Report paper |
| --- | --- | --- | --- |
| JL-DCF\*(T) | 89.2 | Not recorded | 68fa69c91e209131cea23fa8 |
| JL-DCF\* | 88.5 | Not recorded | 68fa69c91e209131cea23fa8 |
| JL-DCF(T) | 87.6 | Not recorded | 68fa69c91e209131cea23fa8 |
| JL-DCF | 87.3 | Not recorded | 68fa69c91e209131cea23fa8 |
| MIED | 86.6 | Not recorded | 68fa69c91e209131cea23fa8 |
| DMRA | 84.4 | Not recorded | 68fa69c91e209131cea23fa8 |

### JL-DCF\*(T)

S-Measure: 89.2. Result ID: 698de20affc3901de0995bf6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23fa8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23fa8.md>)

[Implementation](<https://github.com/kerenfu/JLDCF/>)

Recorded evaluation configuration: {"training\_source":"Joint RGB-T and RGB data","variant":"\*"}. This record does not assert independent reproduction.

### JL-DCF\*

S-Measure: 88.5. Result ID: 698de20affc3901de0995bf5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23fa8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23fa8.md>)

[Implementation](<https://github.com/kerenfu/JLDCF/>)

Recorded evaluation configuration: {"training\_source":"RGB-D SOD task","variant":"\*"}. This record does not assert independent reproduction.

### JL-DCF(T)

S-Measure: 87.6. Result ID: 698de20affc3901de0995bf4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23fa8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23fa8.md>)

[Implementation](<https://github.com/kerenfu/JLDCF/>)

Recorded evaluation configuration: {"training\_source":"RGB-T data (VT1000)"}. This record does not assert independent reproduction.

### JL-DCF

S-Measure: 87.3. Result ID: 698de20affc3901de0995bf3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23fa8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23fa8.md>)

[Implementation](<https://github.com/kerenfu/JLDCF/>)

Recorded evaluation configuration: {"training\_source":"RGB-D SOD task"}. This record does not assert independent reproduction.

### MIED

S-Measure: 86.6. Result ID: 698de20affc3901de0995bf1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23fa8.md>)

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

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

### DMRA

S-Measure: 84.4. Result ID: 698de20affc3901de0995bf2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69c91e209131cea23fa8.md>)

Recorded evaluation configuration: {"training\_set":"VT1000"}. This record does not assert independent reproduction.

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