# Interference Mitigation on Mixed Jamming Dataset U-blox 10 all jamming types pooled

Source: [Interference Mitigation on Mixed Jamming Dataset U-blox 10 all jamming types pooled](<https://www.sota2.com/research/sota/interference-mitigation-on-mixed-jamming-dataset-u-blox-10-all-jamming-types-pooled>)

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

Data updated: 2026-03-25T15:37:12.341Z

Evaluation of Interference Mitigation performance using Mean Absolute Error (MAE) on the Mixed Jamming Dataset containing U-blox 10 data pooled across all jamming types.

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 | Interference Mitigation |
| Dataset (including any stated split) | Mixed Jamming Dataset U-blox 10 all jamming types pooled |
| Metric | MAE (cm) |
| 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

- [MAE (cm)](<https://www.sota2.com/research/sota/interference-mitigation-on-mixed-jamming-dataset-u-blox-10-all-jamming-types-pooled.md?metric=MAE%20(cm)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MAE (cm) | Result date | Report paper |
| --- | --- | --- | --- |
| JaGuard | 2.61 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer | 3.86 | Not recorded | 68fa7b6c1e209131cea88576 |
| TSMixer | 5.82 | Not recorded | 68fa7b6c1e209131cea88576 |
| Set Transformer + LSTM | 6.95 | Not recorded | 68fa7b6c1e209131cea88576 |
| GCNN | 44.32 | Not recorded | 68fa7b6c1e209131cea88576 |

### JaGuard

MAE (cm): 2.61. Result ID: 69c3ff5747f34ce924ae3595.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"status":"Proposed"}. This record does not assert independent reproduction.

### Set Transformer

MAE (cm): 3.86. Result ID: 69c3ff5747f34ce924ae3598.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4e7.md>)

Recorded evaluation configuration: {"status":"Baseline"}. This record does not assert independent reproduction.

### TSMixer

MAE (cm): 5.82. Result ID: 69c3ff5747f34ce924ae3597.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70911e209131cea4be38.md>)

[Implementation](<https://github.com/google-research/google-research/tree/master/tsmixer>)

Recorded evaluation configuration: {"status":"Baseline"}. This record does not assert independent reproduction.

### Set Transformer + LSTM

MAE (cm): 6.95. Result ID: 69c3ff5747f34ce924ae3599.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"status":"Baseline"}. This record does not assert independent reproduction.

### GCNN

MAE (cm): 44.32. Result ID: 69c3ff5747f34ce924ae3596.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea88576.md>)

Recorded evaluation configuration: {"status":"SotA"}. This record does not assert independent reproduction.

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