# Salient Object Detection on SegTrack V2

Source: [Salient Object Detection on SegTrack V2](<https://www.sota2.com/research/sota/salient-object-detection-on-segtrack-v2>)

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

Data updated: 2026-02-26T05:45:24.385Z

Evaluation of Salient Object Detection performance on the SegTrack V2 dataset, typically measured using Fmax, MAE, and S metrics.

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) | SegTrack V2 |
| Metric | Fmax |
| 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

- [Fmax](<https://www.sota2.com/research/sota/salient-object-detection-on-segtrack-v2.md?metric=Fmax>): Higher is better; unit: SCALAR.

- [MAE](<https://www.sota2.com/research/sota/salient-object-detection-on-segtrack-v2.md?metric=MAE>): Lower is better; unit: SCALAR.

- [S-Measure](<https://www.sota2.com/research/sota/salient-object-detection-on-segtrack-v2.md?metric=S-Measure>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Fmax | Result date | Report paper |
| --- | --- | --- | --- |
| IMP | 0.836 | Not recorded | 68fa6b791e209131cea2e643 |
| PCSA | 0.81 | Not recorded | 68fa6b791e209131cea2e643 |
| SSAV | 0.801 | Not recorded | 68fa6b791e209131cea2e643 |
| PDBM | 0.8 | Not recorded | 68fa6b791e209131cea2e643 |
| SCOM | 0.764 | Not recorded | 68fa6b791e209131cea2e643 |
| MBNM | 0.716 | Not recorded | 68fa6b791e209131cea2e643 |
| STBP | 0.64 | Not recorded | 68fa6b791e209131cea2e643 |
| MSTM | 0.526 | Not recorded | 68fa6b791e209131cea2e643 |

### IMP

Fmax: 0.836. Result ID: 698e8d5affc3901de09e94ef.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b791e209131cea2e643.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b791e209131cea2e643.md>)

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

### PCSA

Fmax: 0.81. Result ID: 698e8d5affc3901de09e94ee.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b791e209131cea2e643.md>)

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

### SSAV

Fmax: 0.801. Result ID: 698e8d5affc3901de09e94ed.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b791e209131cea2e643.md>)

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

### PDBM

Fmax: 0.8. Result ID: 698e8d5affc3901de09e94ec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b791e209131cea2e643.md>)

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

### SCOM

Fmax: 0.764. Result ID: 698e8d5affc3901de09e94ea.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b791e209131cea2e643.md>)

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

### MBNM

Fmax: 0.716. Result ID: 698e8d5affc3901de09e94eb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b791e209131cea2e643.md>)

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

### STBP

Fmax: 0.64. Result ID: 698e8d5affc3901de09e94e9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b791e209131cea2e643.md>)

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

### MSTM

Fmax: 0.526. Result ID: 698e8d5affc3901de09e94e8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b791e209131cea2e643.md>)

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

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