# Video Camouflaged Object Detection on YUV20K (test) Source: [Video Camouflaged Object Detection on YUV20K (test)]() Collection index: [llms.txt]() Data updated: 2026-04-14T07:45:27.387Z Evaluation of Video Camouflaged Object Detection performance on the test split of the YUV20K dataset, reporting specialized metrics including Sα, Fβ, Fωβ, M, Em, mIoU, and mDice. 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 Camouflaged Object Detection | | Dataset (including any stated split) | YUV20K (test) | | Metric | Sα | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [Sα](): Higher is better; unit: PERCENT. - [Fβ](): Higher is better; unit: PERCENT. - [Fωβ](): Higher is better; unit: PERCENT. - [M](): Lower is better; unit: PERCENT. - [Em](): Higher is better; unit: PERCENT. - [mIoU](): Higher is better; unit: PERCENT. - [mDice](): Higher is better; unit: PERCENT. ## Recorded results | Method | Sα | Result date | Report paper | | --- | --- | --- | --- | | Ours | 85.8 | Not recorded | 69ddc9ea7d0172140ec79832 | | Ours | 85.8 | Not recorded | 69ddc9ea7d0172140ec79832 | | EMIP | 85.7 | Not recorded | 69ddc9ea7d0172140ec79832 | | ZoomNext | 85.6 | Not recorded | 69ddc9ea7d0172140ec79832 | | SLT-Net-ST | 84.8 | Not recorded | 69ddc9ea7d0172140ec79832 | | SLT-Net-ST | 84.2 | Not recorded | 69ddc9ea7d0172140ec79832 | | SLT-Net-LT | 83.9 | Not recorded | 69ddc9ea7d0172140ec79832 | | EMIP | 82.4 | Not recorded | 69ddc9ea7d0172140ec79832 | | ZoomNext | 82.3 | Not recorded | 69ddc9ea7d0172140ec79832 | | ZoomNet | 77.5 | Not recorded | 69ddc9ea7d0172140ec79832 | ### Ours Sα: 85.8. Result ID: 69ddf07c47f34ce924c517d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Set":"YUV20K"}. This record does not assert independent reproduction. ### Ours Sα: 85.8. Result ID: 69ddf07c47f34ce924c517ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Type":"Video-based","Training Set":"MoCA-Mask training set"}. This record does not assert independent reproduction. ### EMIP Sα: 85.7. Result ID: 69ddf07c47f34ce924c517d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Set":"YUV20K"}. This record does not assert independent reproduction. ### ZoomNext Sα: 85.6. Result ID: 69ddf07c47f34ce924c517d8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Set":"YUV20K"}. This record does not assert independent reproduction. ### SLT-Net-ST Sα: 84.8. Result ID: 69ddf07c47f34ce924c517d6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Set":"YUV20K"}. This record does not assert independent reproduction. ### SLT-Net-ST Sα: 84.2. Result ID: 69ddf07c47f34ce924c517eb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Type":"Video-based","Training Set":"MoCA-Mask training set"}. This record does not assert independent reproduction. ### SLT-Net-LT Sα: 83.9. Result ID: 69ddf07c47f34ce924c517ec. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Type":"Video-based","Training Set":"MoCA-Mask training set"}. This record does not assert independent reproduction. ### EMIP Sα: 82.4. Result ID: 69ddf07c47f34ce924c517ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Type":"Video-based","Training Set":"MoCA-Mask training set"}. This record does not assert independent reproduction. ### ZoomNext Sα: 82.3. Result ID: 69ddf07c47f34ce924c517ee. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Type":"Video-based","Training Set":"MoCA-Mask training set"}. This record does not assert independent reproduction. ### ZoomNet Sα: 77.5. Result ID: 69ddf07c47f34ce924c517ea. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Type":"Image-based","Training Set":"MoCA-Mask training set"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.