# Video Object Segmentation on SegTrack v1 (test)

Source: [Video Object Segmentation on SegTrack v1 (test)](<https://www.sota2.com/research/sota/video-object-segmentation-on-segtrack-v1-test>)

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

Data updated: 2026-02-26T06:09:08.384Z

Evaluation of Video Object Segmentation performance on the test split of the SegTrack v1 dataset, reporting sequence-specific and average metrics.

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) | SegTrack v1 (test) |
| Metric | birdfall |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [birdfall](<https://www.sota2.com/research/sota/video-object-segmentation-on-segtrack-v1-test.md?metric=birdfall>): Higher is better; unit: SCALAR.

- [cheetah](<https://www.sota2.com/research/sota/video-object-segmentation-on-segtrack-v1-test.md?metric=cheetah>): Higher is better; unit: SCALAR.

- [girl](<https://www.sota2.com/research/sota/video-object-segmentation-on-segtrack-v1-test.md?metric=girl>): Higher is better; unit: SCALAR.

- [monkeydog](<https://www.sota2.com/research/sota/video-object-segmentation-on-segtrack-v1-test.md?metric=monkeydog>): Higher is better; unit: SCALAR.

- [parachute](<https://www.sota2.com/research/sota/video-object-segmentation-on-segtrack-v1-test.md?metric=parachute>): Higher is better; unit: SCALAR.

- [Average mIoU](<https://www.sota2.com/research/sota/video-object-segmentation-on-segtrack-v1-test.md?metric=Average%20mIoU>): Higher is better; unit: SCALAR.

## Recorded results

| Method | birdfall | Result date | Report paper |
| --- | --- | --- | --- |
| NLC | 0.74 | Not recorded | 68fa639d1e209131ce9ffaeb |
| DAG | 0.71 | Not recorded | 68fa639d1e209131ce9ffaeb |
| BVS | 0.66 | Not recorded | 68fa639d1e209131ce9ffaeb |
| PLMp | 0.65 | Not recorded | 68fa639d1e209131ce9ffaeb |
| PLM | 0.64 | Not recorded | 68fa639d1e209131ce9ffaeb |
| TMF | 0.62 | Not recorded | 68fa639d1e209131ce9ffaeb |
| FST | 0.59 | Not recorded | 68fa639d1e209131ce9ffaeb |
| HSV | 0.57 | Not recorded | 68fa639d1e209131ce9ffaeb |
| KEY | 0.49 | Not recorded | 68fa639d1e209131ce9ffaeb |

### NLC

birdfall: 0.74. Result ID: 698bfd29f729bc7f68e75be5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639d1e209131ce9ffaeb.md>)

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

### DAG

birdfall: 0.71. Result ID: 698bfd29f729bc7f68e75be2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639d1e209131ce9ffaeb.md>)

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

### BVS

birdfall: 0.66. Result ID: 698bfd29f729bc7f68e75be6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639d1e209131ce9ffaeb.md>)

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

### PLMp

birdfall: 0.65. Result ID: 698bfd29f729bc7f68e75be8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639d1e209131ce9ffaeb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa639d1e209131ce9ffaeb.md>)

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

### PLM

birdfall: 0.64. Result ID: 698bfd29f729bc7f68e75be7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639d1e209131ce9ffaeb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa639d1e209131ce9ffaeb.md>)

Recorded evaluation configuration: {"updating":false}. This record does not assert independent reproduction.

### TMF

birdfall: 0.62. Result ID: 698bfd29f729bc7f68e75be3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639d1e209131ce9ffaeb.md>)

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

### FST

birdfall: 0.59. Result ID: 698bfd29f729bc7f68e75be1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639d1e209131ce9ffaeb.md>)

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

### HSV

birdfall: 0.57. Result ID: 698bfd29f729bc7f68e75be0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639d1e209131ce9ffaeb.md>)

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

### KEY

birdfall: 0.49. Result ID: 698bfd29f729bc7f68e75be4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa639d1e209131ce9ffaeb.md>)

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

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