# BN Tracking on Tokamak Sim/Real baseline realistic (train test)

Source: [BN Tracking on Tokamak Sim/Real baseline realistic (train test)](<https://www.sota2.com/research/sota/bn-tracking-on-tokamak-sim-real-baseline-realistic-train-test>)

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

Data updated: 2026-02-26T06:07:32.687Z

Evaluation of Beam/Plasma (BN) Tracking performance on the realistic training and testing split of the Tokamak simulation dataset.

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 | BN Tracking |
| Dataset (including any stated split) | Tokamak Sim/Real baseline realistic (train test) |
| Metric | Tracking Score |
| Unit | PERCENT |
| Direction | Higher 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

- [Tracking Score](<https://www.sota2.com/research/sota/bn-tracking-on-tokamak-sim-real-baseline-realistic-train-test.md?metric=Tracking%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Tracking Score | Result date | Report paper |
| --- | --- | --- | --- |
| PID Controller | 89.15 | Not recorded | 68fa71071e209131cea4eb82 |
| GPIDE | 55.21 | Not recorded | 68fa71071e209131cea4eb82 |
| GRU | 40.96 | Not recorded | 68fa71071e209131cea4eb82 |
| Transformer | 40.05 | Not recorded | 68fa71071e209131cea4eb82 |
| PIDE | 0 | Not recorded | 68fa71071e209131cea4eb82 |

### PID Controller

Tracking Score: 89.15. Result ID: 699172283a6c314849083896.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71071e209131cea4eb82.md>)

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

### GPIDE

Tracking Score: 55.21. Result ID: 699172283a6c31484908389a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71071e209131cea4eb82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71071e209131cea4eb82.md>)

[Implementation](<https://github.com/IanChar/GPIDE>)

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

### GRU

Tracking Score: 40.96. Result ID: 699172283a6c314849083897.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71071e209131cea4eb82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa617b1e209131ce9f462d.md>)

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

### Transformer

Tracking Score: 40.05. Result ID: 699172283a6c314849083898.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71071e209131cea4eb82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa703d1e209131cea49db1.md>)

[Implementation](<https://github.com/tensorflow/tensor2tensor>)

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

### PIDE

Tracking Score: 0. Result ID: 699172283a6c314849083899.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71071e209131cea4eb82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71071e209131cea4eb82.md>)

[Implementation](<https://github.com/IanChar/GPIDE>)

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

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