# Video Camouflaged Object Detection on MoCA-Mask w/o pseudo labels (test) Source: [Video Camouflaged Object Detection on MoCA-Mask w/o pseudo labels (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:02:41.963Z Evaluation of Video Camouflaged Object Detection performance on the test split of the MoCA-Mask dataset (excluding pseudo labels). 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) | MoCA-Mask w/o pseudo labels (test) | | Metric | S-alpha Score | | 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 - [S-alpha Score](): Higher is better; unit: PERCENT. - [Weighted F-beta Score](): Higher is better; unit: PERCENT. - [E-phi Score](): Higher is better; unit: PERCENT. - [M Score](): Higher is better; unit: PERCENT. - [Mean Dice Coefficient (mDic)](): Higher is better; unit: PERCENT. - [mIoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | S-alpha Score | Result date | Report paper | | --- | --- | --- | --- | | SLT-Net | 63.1 | Not recorded | 68fa6c011e209131cea31a1d | | PraNet | 61.4 | Not recorded | 68fa6c011e209131cea31a1d | | SINet | 59.8 | Not recorded | 68fa6c011e209131cea31a1d | | SINet-v2 | 58.8 | Not recorded | 68fa6c011e209131cea31a1d | | BASNet | 56.1 | Not recorded | 68fa6c011e209131cea31a1d | | CPD | 56.1 | Not recorded | 68fa6c011e209131cea31a1d | | RCRNet | 55.5 | Not recorded | 68fa6c011e209131cea31a1d | | EGNet | 54.7 | Not recorded | 68fa6c011e209131cea31a1d | | PNS-Net | 54.4 | Not recorded | 68fa6c011e209131cea31a1d | | MG | 53 | Not recorded | 68fa6c011e209131cea31a1d | ### SLT-Net S-alpha Score: 63.1. Result ID: 698ebb04ffc3901de0a02957. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Video"}. This record does not assert independent reproduction. ### PraNet S-alpha Score: 61.4. Result ID: 698ebb04ffc3901de0a02951. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Still image"}. This record does not assert independent reproduction. ### SINet S-alpha Score: 59.8. Result ID: 698ebb04ffc3901de0a02952. [Reporting paper]() Recorded evaluation configuration: {"Modality":"Still image"}. This record does not assert independent reproduction. ### SINet-v2 S-alpha Score: 58.8. Result ID: 698ebb04ffc3901de0a02953. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Still image"}. This record does not assert independent reproduction. ### BASNet S-alpha Score: 56.1. Result ID: 698ebb04ffc3901de0a0294f. [Reporting paper]() Recorded evaluation configuration: {"Modality":"Still image"}. This record does not assert independent reproduction. ### CPD S-alpha Score: 56.1. Result ID: 698ebb04ffc3901de0a02950. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Still image"}. This record does not assert independent reproduction. ### RCRNet S-alpha Score: 55.5. Result ID: 698ebb04ffc3901de0a02955. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"Video"}. This record does not assert independent reproduction. ### EGNet S-alpha Score: 54.7. Result ID: 698ebb04ffc3901de0a0294e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"Still image"}. This record does not assert independent reproduction. ### PNS-Net S-alpha Score: 54.4. Result ID: 698ebb04ffc3901de0a02954. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Video"}. This record does not assert independent reproduction. ### MG S-alpha Score: 53. Result ID: 698ebb04ffc3901de0a02956. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Video","Unsupervised":true}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.