# Video Camouflaged Object Detection on MoCA-Mask 16 (test) Source: [Video Camouflaged Object Detection on MoCA-Mask 16 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-14T07:45:27.436Z Evaluation of Video Camouflaged Object Detection performance on the test split of the MoCA-Mask 16 dataset, reporting metrics including S\_alpha, F\_beta, 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) | MoCA-Mask 16 (test) | | Metric | S\_alpha | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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](): Higher is better; unit: PERCENT. - [F\_beta Score](): Higher is better; unit: PERCENT. - [F\_w\_beta Score](): Higher is better; unit: PERCENT. - [M Score](): Higher is better; unit: PERCENT. - [E\_m Score](): Higher is better; unit: PERCENT. - [mIoU (Mean IoU)](): Higher is better; unit: PERCENT. - [mDice (Mean Dice Coefficient)](): Higher is better; unit: PERCENT. ## Recorded results | Method | S\_alpha | Result date | Report paper | | --- | --- | --- | --- | | Ours | 70 | Not recorded | 69ddc9ea7d0172140ec79832 | | ZoomNext | 69.9 | Not recorded | 69ddc9ea7d0172140ec79832 | | EMIP | 66.9 | Not recorded | 69ddc9ea7d0172140ec79832 | | IMEX | 66.1 | Not recorded | 69ddc9ea7d0172140ec79832 | | SLT-Net-ST | 63.1 | Not recorded | 69ddc9ea7d0172140ec79832 | | SLT-Net-LT | 62.1 | Not recorded | 69ddc9ea7d0172140ec79832 | | ZoomNet | 60 | Not recorded | 69ddc9ea7d0172140ec79832 | | SINet | 58 | Not recorded | 69ddc9ea7d0172140ec79832 | ### Ours S\_alpha: 70. Result ID: 69ddf07c47f34ce924c517e9. [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 S\_alpha: 69.9. Result ID: 69ddf07c47f34ce924c517e8. [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 S\_alpha: 66.9. Result ID: 69ddf07c47f34ce924c517e7. [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. ### IMEX S\_alpha: 66.1. Result ID: 69ddf07c47f34ce924c517e6. [Reporting paper]() Recorded evaluation configuration: {"Method Type":"Video-based","Training Set":"MoCA-Mask training set"}. This record does not assert independent reproduction. ### SLT-Net-ST S\_alpha: 63.1. Result ID: 69ddf07c47f34ce924c517e4. [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 S\_alpha: 62.1. Result ID: 69ddf07c47f34ce924c517e5. [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 S\_alpha: 60. Result ID: 69ddf07c47f34ce924c517e3. [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. ### SINet S\_alpha: 58. Result ID: 69ddf07c47f34ce924c517e2. [Reporting paper]() 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.