# Salient Object Detection on DUTLF-D Source: [Salient Object Detection on DUTLF-D]() Collection index: [llms.txt]() Data updated: 2026-04-21T11:30:02.457Z Evaluation of Salient Object Detection performance on the DUTLF-D dataset, typically measured using E-xi, S-alpha, F-beta, and M 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) | DUTLF-D | | Metric | S-measure (Sm) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 (Sm)](): Higher is better; unit: PERCENT. - [E-xi](): Higher is better; unit: PERCENT. - [S-alpha](): Higher is better; unit: PERCENT. - [F-beta Score](): Higher is better; unit: PERCENT. - [M](): Lower is better; unit: PERCENT. - [F-measure (Fm)](): Higher is better; unit: PERCENT. - [E-measure (Em)](): Higher is better; unit: PERCENT. ## Recorded results | Method | S-measure (Sm) | Result date | Report paper | | --- | --- | --- | --- | | VSCode-S | 96 | Not recorded | 69e704f97d0172140ec7f10a | | DGSSM | 95.9 | Not recorded | 69e704f97d0172140ec7f10a | | Samba | 95.6 | Not recorded | 69e704f97d0172140ec7f10a | | CATNet | 95.2 | Not recorded | 69e704f97d0172140ec7f10a | | CPNet | 95.1 | Not recorded | 69e704f97d0172140ec7f10a | | VST-S++ | 94.5 | Not recorded | 69e704f97d0172140ec7f10a | | SwinNet-B | 91.8 | Not recorded | 69e704f97d0172140ec7f10a | | SPSN | 90.7 | Not recorded | 69e704f97d0172140ec7f10a | | SP-Net | 89.5 | Not recorded | 69e704f97d0172140ec7f10a | | JL-DCF | 89.4 | Not recorded | 69e704f97d0172140ec7f10a | ### VSCode-S S-measure (Sm): 96. Result ID: 69e75fb447f34ce924cea8e6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"74.72"}. This record does not assert independent reproduction. ### DGSSM S-measure (Sm): 95.9. Result ID: 69e75fb447f34ce924cea8e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"44.73"}. This record does not assert independent reproduction. ### Samba S-measure (Sm): 95.6. Result ID: 69e75fb447f34ce924cea8e7. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"54.94"}. This record does not assert independent reproduction. ### CATNet S-measure (Sm): 95.2. Result ID: 69e75fb447f34ce924cea8e3. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"262.73"}. This record does not assert independent reproduction. ### CPNet S-measure (Sm): 95.1. Result ID: 69e75fb447f34ce924cea8e5. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"216.50"}. This record does not assert independent reproduction. ### VST-S++ S-measure (Sm): 94.5. Result ID: 69e75fb447f34ce924cea8e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"143.15"}. This record does not assert independent reproduction. ### SwinNet-B S-measure (Sm): 91.8. Result ID: 69e75fb447f34ce924cea8e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"199.18"}. This record does not assert independent reproduction. ### SPSN S-measure (Sm): 90.7. Result ID: 69e75fb447f34ce924cea8e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SP-Net S-measure (Sm): 89.5. Result ID: 69e75fb447f34ce924cea8e0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"67.88"}. This record does not assert independent reproduction. ### JL-DCF S-measure (Sm): 89.4. Result ID: 69e75fb447f34ce924cea8df. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"143.52"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.