# Video Object Segmentation on TCOW Kubric Random synthetic (test) Source: [Video Object Segmentation on TCOW Kubric Random synthetic (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:31.881Z Evaluation of Video Object Segmentation performance on the test split of the TCOW Kubric Random synthetic dataset, reporting metrics related to target tracking and occlusion handling. 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 Object Segmentation | | Dataset (including any stated split) | TCOW Kubric Random synthetic (test) | | Metric | Itgt Score (All) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 - [Itgt Score (All)](): Higher is better; unit: PERCENT. - [Itgt Score (Invisible)](): Higher is better; unit: PERCENT. - [IoU Occlusion Handling](): Higher is better; unit: PERCENT. - [IoU Continuity](): Higher is better; unit: PERCENT. ## Recorded results | Method | Itgt Score (All) | Result date | Report paper | | --- | --- | --- | --- | | Linear extrapolation | 59.8 | Not recorded | 68fa6f431e209131cea4496d | | Static mask | 58.3 | Not recorded | 68fa6f431e209131cea4496d | | TCOW | 53 | Not recorded | 68fa6f431e209131cea4496d | | Jump to occluder | 48.1 | Not recorded | 68fa6f431e209131cea4496d | | TCOW (visible only) | 44.7 | Not recorded | 68fa6f431e209131cea4496d | | AOT | 41.3 | Not recorded | 68fa6f431e209131cea4496d | | AOT (visible only) | 35 | Not recorded | 68fa6f431e209131cea4496d | | TCOW (cartoon) | 31.3 | Not recorded | 68fa6f431e209131cea4496d | | AOT (direct plug) | 30.4 | Not recorded | 68fa6f431e209131cea4496d | | AOT (cartoon) | 29.8 | Not recorded | 68fa6f431e209131cea4496d | | Copy query | 5.8 | Not recorded | 68fa6f431e209131cea4496d | ### Linear extrapolation Itgt Score (All): 59.8. Result ID: 6990b1983a6c314849028081. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Static mask Itgt Score (All): 58.3. Result ID: 6990b1983a6c314849028080. [Reporting paper]() Recorded evaluation configuration: {"Uses privileged information":true}. This record does not assert independent reproduction. ### TCOW Itgt Score (All): 53. Result ID: 6990b1983a6c31484902807e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set":"ImageNet + Kubric"}. This record does not assert independent reproduction. ### Jump to occluder Itgt Score (All): 48.1. Result ID: 6990b1983a6c314849028082. [Reporting paper]() Recorded evaluation configuration: {"Uses privileged information":true}. This record does not assert independent reproduction. ### TCOW (visible only) Itgt Score (All): 44.7. Result ID: 6990b1983a6c31484902807c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set":"ImageNet + Kubric"}. This record does not assert independent reproduction. ### AOT Itgt Score (All): 41.3. Result ID: 6990b1983a6c31484902807b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set":"Static + Kubric"}. This record does not assert independent reproduction. ### AOT (visible only) Itgt Score (All): 35. Result ID: 6990b1983a6c314849028079. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set":"Static + Kubric"}. This record does not assert independent reproduction. ### TCOW (cartoon) Itgt Score (All): 31.3. Result ID: 6990b1983a6c31484902807d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set":"ImageNet + Kubric (flat)"}. This record does not assert independent reproduction. ### AOT (direct plug) Itgt Score (All): 30.4. Result ID: 6990b1983a6c314849028078. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set":"Static + YouTube-VOS"}. This record does not assert independent reproduction. ### AOT (cartoon) Itgt Score (All): 29.8. Result ID: 6990b1983a6c31484902807a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set":"Static + Kubric (flat)"}. This record does not assert independent reproduction. ### Copy query Itgt Score (All): 5.8. Result ID: 6990b1983a6c31484902807f. [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.