# Trajectory Prediction on Mice

Source: [Trajectory Prediction on Mice](<https://www.sota2.com/research/sota/trajectory-prediction-on-mice>)

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

Data updated: 2026-03-05T08:34:48.573Z

Evaluation of trajectory prediction models on the Mice dataset, assessed using Mean Squared Error (MSE) and Mean Absolute Error (MAE) statistics.

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 | Trajectory Prediction |
| Dataset (including any stated split) | Mice |
| Metric | MSE Mean |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 5 of 5 |
| 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

- [MSE Mean](<https://www.sota2.com/research/sota/trajectory-prediction-on-mice.md?metric=MSE%20Mean>): Lower is better; unit: SCALAR.

- [Std MSE](<https://www.sota2.com/research/sota/trajectory-prediction-on-mice.md?metric=Std%20MSE>): Lower is better; unit: SCALAR.

- [MAE Mean](<https://www.sota2.com/research/sota/trajectory-prediction-on-mice.md?metric=MAE%20Mean>): Lower is better; unit: SCALAR.

- [Std MAE](<https://www.sota2.com/research/sota/trajectory-prediction-on-mice.md?metric=Std%20MAE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MSE Mean | Result date | Report paper |
| --- | --- | --- | --- |
| MAYA KL | 2786 | Not recorded | 68fa7c541e209131cea8d959 |
| MAYA-Wass | 4640 | Not recorded | 68fa7c541e209131cea8d959 |
| MAYA-DTW | 5822 | Not recorded | 68fa7c541e209131cea8d959 |
| GLM Contextual | 6416 | Not recorded | 68fa7c541e209131cea8d959 |
| GLM | 6427 | Not recorded | 68fa7c541e209131cea8d959 |

### MAYA KL

MSE Mean: 2786. Result ID: 69a940156dbb7075b952b4d1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c541e209131cea8d959.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c541e209131cea8d959.md>)

Recorded evaluation configuration: {"tau":"7"}. This record does not assert independent reproduction.

### MAYA-Wass

MSE Mean: 4640. Result ID: 69a940156dbb7075b952b4d2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c541e209131cea8d959.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c541e209131cea8d959.md>)

Recorded evaluation configuration: {"tau":"7"}. This record does not assert independent reproduction.

### MAYA-DTW

MSE Mean: 5822. Result ID: 69a940156dbb7075b952b4d3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c541e209131cea8d959.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c541e209131cea8d959.md>)

Recorded evaluation configuration: {"tau":"7"}. This record does not assert independent reproduction.

### GLM Contextual

MSE Mean: 6416. Result ID: 69a940156dbb7075b952b4d5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c541e209131cea8d959.md>)

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

### GLM

MSE Mean: 6427. Result ID: 69a940156dbb7075b952b4d4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c541e209131cea8d959.md>)

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

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