# 2D Pixel Tracking on TAP-Vid-DAVIS 50 (test)

Source: [2D Pixel Tracking on TAP-Vid-DAVIS 50 (test)](<https://www.sota2.com/research/sota/2d-pixel-tracking-on-tap-vid-davis-50-test>)

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

Data updated: 2026-02-26T05:22:28.793Z

Evaluation of 2D Pixel Tracking performance on the test split of the TAP-Vid-DAVIS 50 dataset, typically measured using metrics such as AJ, Average Displacement Error (\< δ\_avg), and Overall Accuracy (OA).

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 | 2D Pixel Tracking |
| Dataset (including any stated split) | TAP-Vid-DAVIS 50 (test) |
| Metric | AJ |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 6 of 6 |
| 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

- [AJ](<https://www.sota2.com/research/sota/2d-pixel-tracking-on-tap-vid-davis-50-test.md?metric=AJ>): Lower is better; unit: SCALAR.

- [Avg Displacement Error (δ\_avg)](<https://www.sota2.com/research/sota/2d-pixel-tracking-on-tap-vid-davis-50-test.md?metric=Avg%20Displacement%20Error%20(%CE%B4_avg)>): Lower is better; unit: SCALAR.

- [Overall Accuracy (OA)](<https://www.sota2.com/research/sota/2d-pixel-tracking-on-tap-vid-davis-50-test.md?metric=Overall%20Accuracy%20(OA)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AJ | Result date | Report paper |
| --- | --- | --- | --- |
| TAP-Net | 33 | Not recorded | 68fa72cc1e209131cea587fb |
| PIPs | 42.2 | Not recorded | 68fa72cc1e209131cea587fb |
| OmniMotion | 46.4 | Not recorded | 68fa72cc1e209131cea587fb |
| TAPIR | 56.2 | Not recorded | 68fa72cc1e209131cea587fb |
| CoTracker | 60.6 | Not recorded | 68fa72cc1e209131cea587fb |
| SpatialTracker | 61.1 | Not recorded | 68fa72cc1e209131cea587fb |

### TAP-Net

AJ: 33. Result ID: 699295bd3a6c3148490ff4c5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72cc1e209131cea587fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eef1e209131cea43002.md>)

[Implementation](<https://github.com/deepmind/tapnet>)

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

### PIPs

AJ: 42.2. Result ID: 699295bd3a6c3148490ff4c6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72cc1e209131cea587fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d141e209131cea3780e.md>)

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

### OmniMotion

AJ: 46.4. Result ID: 699295bd3a6c3148490ff4c7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72cc1e209131cea587fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70951e209131cea4c00c.md>)

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

### TAPIR

AJ: 56.2. Result ID: 699295bd3a6c3148490ff4c8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72cc1e209131cea587fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa706f1e209131cea4af77.md>)

[Implementation](<https://github.com/deepmind/tapnet>)

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

### CoTracker

AJ: 60.6. Result ID: 699295bd3a6c3148490ff4c9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72cc1e209131cea587fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75051e209131cea6551d.md>)

[Implementation](<https://co-tracker.github.io/>)

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

### SpatialTracker

AJ: 61.1. Result ID: 699295bd3a6c3148490ff4ca.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72cc1e209131cea587fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72cc1e209131cea587fb.md>)

[Implementation](<https://henry123-boy.github.io/SpaTracker/>)

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

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