# Video Object Segmentation on Rubric DAV/YTB (real-world)

Source: [Video Object Segmentation on Rubric DAV/YTB (real-world)](<https://www.sota2.com/research/sota/video-object-segmentation-on-rubric-dav-ytb-real-world>)

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

Data updated: 2026-02-26T05:47:41.090Z

Evaluation of Video Object Segmentation performance on the Rubric DAV/YTB (real-world) dataset, measured using Jtarget and Joccl scores.

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) | Rubric DAV/YTB (real-world) |
| Metric | Jtarget |
| 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

- [Jtarget](<https://www.sota2.com/research/sota/video-object-segmentation-on-rubric-dav-ytb-real-world.md?metric=Jtarget>): Higher is better; unit: PERCENT.

- [Joccl](<https://www.sota2.com/research/sota/video-object-segmentation-on-rubric-dav-ytb-real-world.md?metric=Joccl>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Jtarget | Result date | Report paper |
| --- | --- | --- | --- |
| AOT (direct plug) | 63.4 | Not recorded | 68fa6f431e209131cea4496d |
| TCOW | 52.8 | Not recorded | 68fa6f431e209131cea4496d |
| AOT (visible only) | 51.9 | Not recorded | 68fa6f431e209131cea4496d |
| TCOW (visible only) | 51.3 | Not recorded | 68fa6f431e209131cea4496d |
| AOT | 50.8 | Not recorded | 68fa6f431e209131cea4496d |
| AOT (cartoon) | 44.5 | Not recorded | 68fa6f431e209131cea4496d |
| TCOW (cartoon) | 22.4 | Not recorded | 68fa6f431e209131cea4496d |
| Copy query | 15.8 | Not recorded | 68fa6f431e209131cea4496d |

### AOT (direct plug)

Jtarget: 63.4. Result ID: 6990b1983a6c314849028070.

[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

Jtarget: 52.8. Result ID: 6990b1983a6c314849028076.

[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)

Jtarget: 51.9. Result ID: 6990b1983a6c314849028071.

[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)

Jtarget: 51.3. Result ID: 6990b1983a6c314849028074.

[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

Jtarget: 50.8. Result ID: 6990b1983a6c314849028073.

[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 (cartoon)

Jtarget: 44.5. Result ID: 6990b1983a6c314849028072.

[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.

### TCOW (cartoon)

Jtarget: 22.4. Result ID: 6990b1983a6c314849028075.

[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.

### Copy query

Jtarget: 15.8. Result ID: 6990b1983a6c314849028077.

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

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

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