# Salient Object Detection on DUT-OMRON 5,168 images (test) Source: [Salient Object Detection on DUT-OMRON 5,168 images (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:48:55.965Z Evaluation of Salient Object Detection performance on the specific test split of the DUT-OMRON dataset containing 5,168 images, reporting metrics such as MAE, mF, and Eξ. 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) | DUT-OMRON 5,168 images (test) | | Metric | MAE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 15 of 15 | | 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](): Lower is better; unit: SCALAR. - [mF](): Higher is better; unit: PERCENT. - [Eξ](): Higher is better; unit: PERCENT. ## Recorded results | Method | MAE | Result date | Report paper | | --- | --- | --- | --- | | LDF | 0.051 | Not recorded | 68fa68391e209131cea1ae6a | | EGNet-R | 0.053 | Not recorded | 68fa68391e209131cea1ae6a | | BASNet | 0.056 | Not recorded | 68fa68391e209131cea1ae6a | | CPD-R | 0.056 | Not recorded | 68fa68391e209131cea1ae6a | | SCRN | 0.056 | Not recorded | 68fa68391e209131cea1ae6a | | PoolNet | 0.056 | Not recorded | 68fa68391e209131cea1ae6a | | AFNet | 0.057 | Not recorded | 68fa68391e209131cea1ae6a | | SIBA | 0.059 | Not recorded | 68fa68391e209131cea1ae6a | | TDBU | 0.061 | Not recorded | 68fa68391e209131cea1ae6a | | PAGE | 0.062 | Not recorded | 68fa68391e209131cea1ae6a | | BMPM | 0.063 | Not recorded | 68fa68391e209131cea1ae6a | | DGRL | 0.063 | Not recorded | 68fa68391e209131cea1ae6a | | RAS | 0.063 | Not recorded | 68fa68391e209131cea1ae6a | | PICA-R | 0.065 | Not recorded | 68fa68391e209131cea1ae6a | | R3Net | 0.073 | Not recorded | 68fa68391e209131cea1ae6a | ### LDF MAE: 0.051. Result ID: 698d65278b517eb433213016. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EGNet-R MAE: 0.053. Result ID: 698d65278b517eb433213010. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BASNet MAE: 0.056. Result ID: 698d65278b517eb43321300e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CPD-R MAE: 0.056. Result ID: 698d65278b517eb43321300f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SCRN MAE: 0.056. Result ID: 698d65278b517eb433213013. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PoolNet MAE: 0.056. Result ID: 698d65278b517eb433213015. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AFNet MAE: 0.057. Result ID: 698d65278b517eb43321300d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SIBA MAE: 0.059. Result ID: 698d65278b517eb433213014. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TDBU MAE: 0.061. Result ID: 698d65278b517eb433213012. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PAGE MAE: 0.062. Result ID: 698d65278b517eb433213011. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BMPM MAE: 0.063. Result ID: 698d65278b517eb433213008. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DGRL MAE: 0.063. Result ID: 698d65278b517eb433213009. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RAS MAE: 0.063. Result ID: 698d65278b517eb43321300b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PICA-R MAE: 0.065. Result ID: 698d65278b517eb43321300c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### R3Net MAE: 0.073. Result ID: 698d65278b517eb43321300a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.