# Video Salient Object Detection on ViSal (full) Source: [Video Salient Object Detection on ViSal (full)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:42:39.731Z Evaluation of Video Salient Object Detection performance on the full split of the ViSal dataset, reporting S, F, 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 | Video Salient Object Detection | | Dataset (including any stated split) | ViSal (full) | | Metric | F-Measure | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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-Measure](): Higher is better; unit: PERCENT. - [S Score](): Higher is better; unit: PERCENT. - [M Score (Error)](): Lower is better; unit: PERCENT. ## Recorded results | Method | F-Measure | Result date | Report paper | | --- | --- | --- | --- | | RealFlow | 96.6 | Not recorded | 68fa75da1e209131cea6a3c6 | | TGFormer | 95.5 | Not recorded | 68fa75da1e209131cea6a3c6 | | CFAM | 95.1 | Not recorded | 68fa75da1e209131cea6a3c6 | | UFO | 95.1 | Not recorded | 68fa75da1e209131cea6a3c6 | | OAST | 95 | Not recorded | 68fa75da1e209131cea6a3c6 | | TMO | 94.7 | Not recorded | 68fa75da1e209131cea6a3c6 | | PCSA | 94 | Not recorded | 68fa75da1e209131cea6a3c6 | | SSAV | 93.9 | Not recorded | 68fa75da1e209131cea6a3c6 | | HFAN | 93.5 | Not recorded | 68fa75da1e209131cea6a3c6 | | GateNet | 92.8 | Not recorded | 68fa75da1e209131cea6a3c6 | | DBSNet | 92.8 | Not recorded | 68fa75da1e209131cea6a3c6 | | DFNet | 92.7 | Not recorded | 68fa75da1e209131cea6a3c6 | | 3DC-Seg | 92.2 | Not recorded | 68fa75da1e209131cea6a3c6 | | MINet | 91.1 | Not recorded | 68fa75da1e209131cea6a3c6 | | F³Net | 90.7 | Not recorded | 68fa75da1e209131cea6a3c6 | | AD-Net | 90.4 | Not recorded | 68fa75da1e209131cea6a3c6 | | CASNet | 84.7 | Not recorded | 68fa75da1e209131cea6a3c6 | ### RealFlow F-Measure: 96.6. Result ID: 699403773a6c3148491a56a3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TGFormer F-Measure: 95.5. Result ID: 699403773a6c3148491a56a2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFAM F-Measure: 95.1. Result ID: 699403773a6c3148491a569c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UFO F-Measure: 95.1. Result ID: 699403773a6c3148491a569d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OAST F-Measure: 95. Result ID: 699403773a6c3148491a56a1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TMO F-Measure: 94.7. Result ID: 699403773a6c3148491a56a0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PCSA F-Measure: 94. Result ID: 699403773a6c3148491a5698. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SSAV F-Measure: 93.9. Result ID: 699403773a6c3148491a5693. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HFAN F-Measure: 93.5. Result ID: 699403773a6c3148491a569f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GateNet F-Measure: 92.8. Result ID: 699403773a6c3148491a5697. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DBSNet F-Measure: 92.8. Result ID: 699403773a6c3148491a569e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DFNet F-Measure: 92.7. Result ID: 699403773a6c3148491a5699. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 3DC-Seg F-Measure: 92.2. Result ID: 699403773a6c3148491a569a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MINet F-Measure: 91.1. Result ID: 699403773a6c3148491a5696. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### F³Net F-Measure: 90.7. Result ID: 699403773a6c3148491a5695. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AD-Net F-Measure: 90.4. Result ID: 699403773a6c3148491a5694. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CASNet F-Measure: 84.7. Result ID: 699403773a6c3148491a569b. [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.