# Video Salient Object Detection on SegV2 1 (test) Source: [Video Salient Object Detection on SegV2 1 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:04:26.131Z Evaluation of Video Salient Object Detection performance on the test split of the SegV2 1 dataset, reporting Sm, Fm, and Em 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) | SegV2 1 (test) | | Metric | Sm | | Unit | SCALAR | | 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 - [Sm](): Higher is better; unit: SCALAR. - [Fm](): Higher is better; unit: SCALAR. - [Em](): Higher is better; unit: SCALAR. ## Recorded results | Method | Sm | Result date | Report paper | | --- | --- | --- | --- | | Samba+ | 0.955 | Not recorded | 698181dfa8b01e76cc8e28b3 | | VSCode-S24 | 0.946 | Not recorded | 698181dfa8b01e76cc8e28b3 | | Samba | 0.943 | Not recorded | 698181dfa8b01e76cc8e28b3 | | DCFNet21 | 0.903 | Not recorded | 698181dfa8b01e76cc8e28b3 | | MGTNet22 | 0.903 | Not recorded | 698181dfa8b01e76cc8e28b3 | | MGAN19 | 0.902 | Not recorded | 698181dfa8b01e76cc8e28b3 | | UFO24 | 0.888 | Not recorded | 698181dfa8b01e76cc8e28b3 | | PCSA20 | 0.886 | Not recorded | 698181dfa8b01e76cc8e28b3 | | CoSTFormer23 | 0.874 | Not recorded | 698181dfa8b01e76cc8e28b3 | | UGPL22 | 0.867 | Not recorded | 698181dfa8b01e76cc8e28b3 | | MMNet24 | 0.867 | Not recorded | 698181dfa8b01e76cc8e28b3 | | FSNet21 | 0.849 | Not recorded | 698181dfa8b01e76cc8e28b3 | ### Samba+ Sm: 0.955. Result ID: 69975f185698665ec4b1d2d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"59.03","MACs (G)":"72.5"}. This record does not assert independent reproduction. ### VSCode-S24 Sm: 0.946. Result ID: 69975f185698665ec4b1d2d4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params (M)":"74.72","MACs (G)":"93.76"}. This record does not assert independent reproduction. ### Samba Sm: 0.943. Result ID: 69975f185698665ec4b1d2d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"54.94","MACs (G)":"71.64"}. This record does not assert independent reproduction. ### DCFNet21 Sm: 0.903. Result ID: 69975f185698665ec4b1d2ce. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"69.56","MACs (G)":"93.27"}. This record does not assert independent reproduction. ### MGTNet22 Sm: 0.903. Result ID: 69975f185698665ec4b1d2d1. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"150.91","MACs (G)":"265.21"}. This record does not assert independent reproduction. ### MGAN19 Sm: 0.902. Result ID: 69975f185698665ec4b1d2cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"91.51","MACs (G)":"123.57"}. This record does not assert independent reproduction. ### UFO24 Sm: 0.888. Result ID: 69975f185698665ec4b1d2d3. [Reporting paper]() Recorded evaluation configuration: {"Params (M)":"55.92","MACs (G)":"248.8"}. This record does not assert independent reproduction. ### PCSA20 Sm: 0.886. Result ID: 69975f185698665ec4b1d2cc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CoSTFormer23 Sm: 0.874. Result ID: 69975f185698665ec4b1d2d2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UGPL22 Sm: 0.867. Result ID: 69975f185698665ec4b1d2cf. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMNet24 Sm: 0.867. Result ID: 69975f185698665ec4b1d2d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"50.81","MACs (G)":"82.63"}. This record does not assert independent reproduction. ### FSNet21 Sm: 0.849. Result ID: 69975f185698665ec4b1d2cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params (M)":"83.41","MACs (G)":"35.32"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.