# Video Amodal Segmentation on MOVi-D Source: [Video Amodal Segmentation on MOVi-D]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:10:31.645Z Evaluation of model performance on the MOVi-D dataset for Video Amodal Segmentation, typically measured using mIoU and mIoUocc. 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 Amodal Segmentation | | Dataset (including any stated split) | MOVi-D | | Metric | mIoU | | Unit | PERCENT | | 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 - [mIoU](): Higher is better; unit: PERCENT. - [mIoUocc](): Higher is better; unit: PERCENT. ## Recorded results | Method | mIoU | Result date | Report paper | | --- | --- | --- | --- | | Ours | 77.76 | Not recorded | 68fa76121e209131cea6b410 | | Ours | 77.03 | Not recorded | 68fa76121e209131cea6b410 | | 3D-UNet | 75.65 | Not recorded | 68fa76121e209131cea6b410 | | EoRaS | 74.1 | Not recorded | 68fa76121e209131cea6b410 | | C2F-Seg | 71.67 | Not recorded | 68fa76121e209131cea6b410 | | VideoMAE | 70.93 | Not recorded | 68fa76121e209131cea6b410 | | Bi-LSTM | 68.43 | Not recorded | 68fa76121e209131cea6b410 | | AISFormer | 67.72 | Not recorded | 68fa76121e209131cea6b410 | | PCNet-M | 64.35 | Not recorded | 68fa76121e209131cea6b410 | | SaVos | 60.61 | Not recorded | 68fa76121e209131cea6b410 | | Convex | 60.18 | Not recorded | 68fa76121e209131cea6b410 | | Modal | 56.93 | Not recorded | 68fa76121e209131cea6b410 | ### Ours mIoU: 77.76. Result ID: 699424273a6c3148491b585b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Top-K":3}. This record does not assert independent reproduction. ### Ours mIoU: 77.03. Result ID: 699424273a6c3148491b585a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Top-K":1}. This record does not assert independent reproduction. ### 3D-UNet mIoU: 75.65. Result ID: 699424273a6c3148491b5859. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EoRaS mIoU: 74.1. Result ID: 699424273a6c3148491b5856. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### C2F-Seg mIoU: 71.67. Result ID: 699424273a6c3148491b5857. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VideoMAE mIoU: 70.93. Result ID: 699424273a6c3148491b5858. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Bi-LSTM mIoU: 68.43. Result ID: 699424273a6c3148491b5855. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AISFormer mIoU: 67.72. Result ID: 699424273a6c3148491b5853. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PCNet-M mIoU: 64.35. Result ID: 699424273a6c3148491b5852. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SaVos mIoU: 60.61. Result ID: 699424273a6c3148491b5854. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Convex mIoU: 60.18. Result ID: 699424273a6c3148491b5851. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Modal mIoU: 56.93. Result ID: 699424273a6c3148491b5850. [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.