# Salient Object Detection on UHRSD (TE) Source: [Salient Object Detection on UHRSD (TE)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:51:42.002Z Evaluation of Salient Object Detection performance on the TE split of the UHRSD dataset, reporting metrics including max F-measure, MAE, E-measure, S-measure, and BDE. 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) | UHRSD (TE) | | Metric | Max F-measure | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [Max F-measure](): Higher is better; unit: PERCENT. - [MAE](): Lower is better; unit: SCALAR. - [E-measure](): Higher is better; unit: PERCENT. - [S-measure](): Higher is better; unit: PERCENT. - [BDE](): Lower is better; unit: SCALAR. ## Recorded results | Method | Max F-measure | Result date | Report paper | | --- | --- | --- | --- | | PGNet | 94.9 | Not recorded | 68fa6c361e209131cea32d44 | | PGNet | 93.5 | Not recorded | 68fa6c361e209131cea32d44 | | PGNet | 93.1 | Not recorded | 68fa6c361e209131cea32d44 | | PFS | 91.8 | Not recorded | 68fa6c361e209131cea32d44 | | CTD | 91.7 | Not recorded | 68fa6c361e209131cea32d44 | | DASNet | 91.4 | Not recorded | 68fa6c361e209131cea32d44 | | LDF | 91.3 | Not recorded | 68fa6c361e209131cea32d44 | | GCPA | 91.2 | Not recorded | 68fa6c361e209131cea32d44 | | ITSD | 91.1 | Not recorded | 68fa6c361e209131cea32d44 | | F3Net | 90.9 | Not recorded | 68fa6c361e209131cea32d44 | | SCRN | 90.4 | Not recorded | 68fa6c361e209131cea32d44 | | CPD | 89.4 | Not recorded | 68fa6c361e209131cea32d44 | ### PGNet Max F-measure: 94.9. Result ID: 698ef73c3a6c314849f41dc4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Trained on":"UHRSD-TR and HRSOD-TR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### PGNet Max F-measure: 93.5. Result ID: 698ef73c3a6c314849f41dc3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Trained on":"DUTS-TR and HRSOD-TR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### PGNet Max F-measure: 93.1. Result ID: 698ef73c3a6c314849f41dc2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Trained on":"DUTS-TR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### PFS Max F-measure: 91.8. Result ID: 698ef73c3a6c314849f41dc1. [Reporting paper]() Recorded evaluation configuration: {"Trained on":"DUTS-TR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### CTD Max F-measure: 91.7. Result ID: 698ef73c3a6c314849f41dc0. [Reporting paper]() Recorded evaluation configuration: {"Trained on":"DUTS-TR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DASNet Max F-measure: 91.4. Result ID: 698ef73c3a6c314849f41dbb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Trained on":"DUTS-TR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### LDF Max F-measure: 91.3. Result ID: 698ef73c3a6c314849f41dbf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Trained on":"DUTS-TR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### GCPA Max F-measure: 91.2. Result ID: 698ef73c3a6c314849f41dbd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Trained on":"DUTS-TR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### ITSD Max F-measure: 91.1. Result ID: 698ef73c3a6c314849f41dbe. [Reporting paper]() Recorded evaluation configuration: {"Trained on":"DUTS-TR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### F3Net Max F-measure: 90.9. Result ID: 698ef73c3a6c314849f41dbc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Trained on":"DUTS-TR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### SCRN Max F-measure: 90.4. Result ID: 698ef73c3a6c314849f41dba. [Reporting paper]() Recorded evaluation configuration: {"Trained on":"DUTS-TR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### CPD Max F-measure: 89.4. Result ID: 698ef73c3a6c314849f41db9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Trained on":"DUTS-TR","Backbone":"ResNet-50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.