# Salient Object Detection on VT1000 47

Source: [Salient Object Detection on VT1000 47](<https://www.sota2.com/research/sota/salient-object-detection-on-vt1000-47>)

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

Data updated: 2026-02-26T05:49:00.241Z

Evaluation of Salient Object Detection performance on the VT1000 47 dataset subset.

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 47 |
| Metric | MAE |
| Unit | PERCENT |
| Direction | Lower 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

- [MAE](<https://www.sota2.com/research/sota/salient-object-detection-on-vt1000-47.md?metric=MAE>): Lower is better; unit: PERCENT.

- [S-Measure](<https://www.sota2.com/research/sota/salient-object-detection-on-vt1000-47.md?metric=S-Measure>): Higher is better; unit: SCALAR.

- [F-Score](<https://www.sota2.com/research/sota/salient-object-detection-on-vt1000-47.md?metric=F-Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | MAE | Result date | Report paper |
| --- | --- | --- | --- |
| RGB-T Glass Segmentation Network | 2 | Not recorded | 68fa6ec61e209131cea41f9f |
| APNet | 2.1 | Not recorded | 68fa6ec61e209131cea41f9f |
| ECFFNet | 2.1 | Not recorded | 68fa6ec61e209131cea41f9f |
| DCNet | 2.1 | Not recorded | 68fa6ec61e209131cea41f9f |
| MIA-DPD | 2.5 | Not recorded | 68fa6ec61e209131cea41f9f |
| MIDD | 2.7 | Not recorded | 68fa6ec61e209131cea41f9f |
| ADF | 3.4 | Not recorded | 68fa6ec61e209131cea41f9f |
| SGDL | 9 | Not recorded | 68fa6ec61e209131cea41f9f |
| MTMR | 11.9 | Not recorded | 68fa6ec61e209131cea41f9f |
| M3S-NIR | 15.1 | Not recorded | 68fa6ec61e209131cea41f9f |

### RGB-T Glass Segmentation Network

MAE: 2. Result ID: 6990400d3a6c314849ff3906.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ec61e209131cea41f9f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ec61e209131cea41f9f.md>)

[Implementation](<https://github.com/Dong-Huo/RGB-T-Glass-Segmentation>)

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

### APNet

MAE: 2.1. Result ID: 6990400d3a6c314849ff3902.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ec61e209131cea41f9f.md>)

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

### ECFFNet

MAE: 2.1. Result ID: 6990400d3a6c314849ff3903.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ec61e209131cea41f9f.md>)

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

### DCNet

MAE: 2.1. Result ID: 6990400d3a6c314849ff3905.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ec61e209131cea41f9f.md>)

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

### MIA-DPD

MAE: 2.5. Result ID: 6990400d3a6c314849ff3904.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ec61e209131cea41f9f.md>)

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

### MIDD

MAE: 2.7. Result ID: 6990400d3a6c314849ff3901.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ec61e209131cea41f9f.md>)

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

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

### ADF

MAE: 3.4. Result ID: 6990400d3a6c314849ff3900.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ec61e209131cea41f9f.md>)

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

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

### SGDL

MAE: 9. Result ID: 6990400d3a6c314849ff38ff.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ec61e209131cea41f9f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c61e209131cea0c6fb.md>)

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

### MTMR

MAE: 11.9. Result ID: 6990400d3a6c314849ff38fd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ec61e209131cea41f9f.md>)

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

### M3S-NIR

MAE: 15.1. Result ID: 6990400d3a6c314849ff38fe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ec61e209131cea41f9f.md>)

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

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