# Video Object Segmentation on TCOW Kubric Containers synthetic (test)

Source: [Video Object Segmentation on TCOW Kubric Containers synthetic (test)](<https://www.sota2.com/research/sota/video-object-segmentation-on-tcow-kubric-containers-synthetic-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T06:06:04.073Z

Evaluation of Video Object Segmentation performance on the test split of the TCOW Kubric Containers synthetic dataset, reporting metrics related to target tracking and occlusion.

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 Containers synthetic (test) |
| Metric | Target IoU (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

- [Target IoU (All)](<https://www.sota2.com/research/sota/video-object-segmentation-on-tcow-kubric-containers-synthetic-test.md?metric=Target%20IoU%20(All)>): Higher is better; unit: PERCENT.

- [Target IoU (Invisible)](<https://www.sota2.com/research/sota/video-object-segmentation-on-tcow-kubric-containers-synthetic-test.md?metric=Target%20IoU%20(Invisible)>): Higher is better; unit: SCALAR.

- [IoU (Occlusion)](<https://www.sota2.com/research/sota/video-object-segmentation-on-tcow-kubric-containers-synthetic-test.md?metric=IoU%20(Occlusion)>): Higher is better; unit: PERCENT.

- [IoU (Continuity)](<https://www.sota2.com/research/sota/video-object-segmentation-on-tcow-kubric-containers-synthetic-test.md?metric=IoU%20(Continuity)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Target IoU (All) | Result date | Report paper |
| --- | --- | --- | --- |
| Linear extrapolation | 39.6 | Not recorded | 68fa6f431e209131cea4496d |
| Static mask | 39.3 | Not recorded | 68fa6f431e209131cea4496d |
| TCOW | 36.8 | Not recorded | 68fa6f431e209131cea4496d |
| Jump to occluder | 32.5 | Not recorded | 68fa6f431e209131cea4496d |
| AOT | 26.5 | Not recorded | 68fa6f431e209131cea4496d |
| TCOW (visible only) | 25.2 | Not recorded | 68fa6f431e209131cea4496d |
| AOT (visible only) | 23.1 | Not recorded | 68fa6f431e209131cea4496d |
| AOT (direct plug) | 22.5 | Not recorded | 68fa6f431e209131cea4496d |
| TCOW (cartoon) | 21.7 | Not recorded | 68fa6f431e209131cea4496d |
| AOT (cartoon) | 20.4 | Not recorded | 68fa6f431e209131cea4496d |
| Copy query | 7.8 | Not recorded | 68fa6f431e209131cea4496d |

### Linear extrapolation

Target IoU (All): 39.6. Result ID: 6990b1983a6c31484902808c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Static mask

Target IoU (All): 39.3. Result ID: 6990b1983a6c31484902808b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

Recorded evaluation configuration: {"Uses privileged information":true}. This record does not assert independent reproduction.

### TCOW

Target IoU (All): 36.8. Result ID: 6990b1983a6c314849028089.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

Recorded evaluation configuration: {"Training set":"ImageNet + Kubric"}. This record does not assert independent reproduction.

### Jump to occluder

Target IoU (All): 32.5. Result ID: 6990b1983a6c31484902808d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

Recorded evaluation configuration: {"Uses privileged information":true}. This record does not assert independent reproduction.

### AOT

Target IoU (All): 26.5. Result ID: 6990b1983a6c314849028086.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b2d1e209131cea2c9e6.md>)

Recorded evaluation configuration: {"Training set":"Static + Kubric"}. This record does not assert independent reproduction.

### TCOW (visible only)

Target IoU (All): 25.2. Result ID: 6990b1983a6c314849028087.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

Recorded evaluation configuration: {"Training set":"ImageNet + Kubric"}. This record does not assert independent reproduction.

### AOT (visible only)

Target IoU (All): 23.1. Result ID: 6990b1983a6c314849028084.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b2d1e209131cea2c9e6.md>)

Recorded evaluation configuration: {"Training set":"Static + Kubric"}. This record does not assert independent reproduction.

### AOT (direct plug)

Target IoU (All): 22.5. Result ID: 6990b1983a6c314849028083.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b2d1e209131cea2c9e6.md>)

Recorded evaluation configuration: {"Training set":"Static + YouTube-VOS"}. This record does not assert independent reproduction.

### TCOW (cartoon)

Target IoU (All): 21.7. Result ID: 6990b1983a6c314849028088.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

Recorded evaluation configuration: {"Training set":"ImageNet + Kubric (flat)"}. This record does not assert independent reproduction.

### AOT (cartoon)

Target IoU (All): 20.4. Result ID: 6990b1983a6c314849028085.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b2d1e209131cea2c9e6.md>)

Recorded evaluation configuration: {"Training set":"Static + Kubric (flat)"}. This record does not assert independent reproduction.

### Copy query

Target IoU (All): 7.8. Result ID: 6990b1983a6c31484902808a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f431e209131cea4496d.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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