# Salient Object Detection on DUTS (TE) Source: [Salient Object Detection on DUTS (TE)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:42:40.846Z Evaluation of Salient Object Detection performance on the TE split of the DUTS dataset, typically measured using F-beta score and Mean Absolute Error (MAE). 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) | DUTS (TE) | | Metric | F-beta | | 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 - [F-beta](): Higher is better; unit: PERCENT. - [MAE](): Lower is better; unit: SCALAR. ## Recorded results | Method | F-beta | Result date | Report paper | | --- | --- | --- | --- | | Amulet | 73.65 | Not recorded | 68fa638c1e209131ce9ff7f7 | | Amulet-1/1 | 73.2 | Not recorded | 68fa638c1e209131ce9ff7f7 | | DHS | 73.01 | Not recorded | 68fa638c1e209131ce9ff7f7 | | Amulet-1/2 | 72.1 | Not recorded | 68fa638c1e209131ce9ff7f7 | | Amulet-1/4 | 71.69 | Not recorded | 68fa638c1e209131ce9ff7f7 | | DCL | 71.41 | Not recorded | 68fa638c1e209131ce9ff7f7 | | RFCN | 71.2 | Not recorded | 68fa638c1e209131ce9ff7f7 | | Amulet-1/8 | 69.42 | Not recorded | 68fa638c1e209131ce9ff7f7 | | Amulet BPR | 69.12 | Not recorded | 68fa638c1e209131ce9ff7f7 | | Amulet-1/16 | 68.91 | Not recorded | 68fa638c1e209131ce9ff7f7 | | MDF | 67.32 | Not recorded | 68fa638c1e209131ce9ff7f7 | | DS | 63.23 | Not recorded | 68fa638c1e209131ce9ff7f7 | | ELD | 62.77 | Not recorded | 68fa638c1e209131ce9ff7f7 | | LEGS | 58.46 | Not recorded | 68fa638c1e209131ce9ff7f7 | | DRFI | 54.07 | Not recorded | 68fa638c1e209131ce9ff7f7 | | DSR | 51.82 | Not recorded | 68fa638c1e209131ce9ff7f7 | | BSCA | 49.96 | Not recorded | 68fa638c1e209131ce9ff7f7 | | BL | 48.97 | Not recorded | 68fa638c1e209131ce9ff7f7 | ### Amulet F-beta: 73.65. Result ID: 698bfbfaf729bc7f68e739cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Amulet-1/1 F-beta: 73.2. Result ID: 698bfbfaf729bc7f68e739d0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"resolution reduction factor":"1"}. This record does not assert independent reproduction. ### DHS F-beta: 73.01. Result ID: 698bfbfaf729bc7f68e739d7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Amulet-1/2 F-beta: 72.1. Result ID: 698bfbfaf729bc7f68e739d1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"resolution reduction factor":"2"}. This record does not assert independent reproduction. ### Amulet-1/4 F-beta: 71.69. Result ID: 698bfbfaf729bc7f68e739d2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"resolution reduction factor":"4"}. This record does not assert independent reproduction. ### DCL F-beta: 71.41. Result ID: 698bfbfaf729bc7f68e739d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RFCN F-beta: 71.2. Result ID: 698bfbfaf729bc7f68e739dc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Amulet-1/8 F-beta: 69.42. Result ID: 698bfbfaf729bc7f68e739d3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"resolution reduction factor":"8"}. This record does not assert independent reproduction. ### Amulet BPR F-beta: 69.12. Result ID: 698bfbfaf729bc7f68e739d5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"component":"BPR"}. This record does not assert independent reproduction. ### Amulet-1/16 F-beta: 68.91. Result ID: 698bfbfaf729bc7f68e739d4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"resolution reduction factor":"16"}. This record does not assert independent reproduction. ### MDF F-beta: 67.32. Result ID: 698bfbfaf729bc7f68e739db. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DS F-beta: 63.23. Result ID: 698bfbfaf729bc7f68e739d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ELD F-beta: 62.77. Result ID: 698bfbfaf729bc7f68e739d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LEGS F-beta: 58.46. Result ID: 698bfbfaf729bc7f68e739da. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DRFI F-beta: 54.07. Result ID: 698bfbfaf729bc7f68e739df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DSR F-beta: 51.82. Result ID: 698bfbfaf729bc7f68e739e0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BSCA F-beta: 49.96. Result ID: 698bfbfaf729bc7f68e739de. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BL F-beta: 48.97. Result ID: 698bfbfaf729bc7f68e739dd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. 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