# Binary Rain Classification on Montgomery (AL) (test)

Source: [Binary Rain Classification on Montgomery (AL) (test)](<https://www.sota2.com/research/sota/binary-rain-classification-on-montgomery-al-test>)

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

Data updated: 2026-04-20T06:53:51.629Z

Evaluation of Binary Rain Classification performance on the test split of the Montgomery (AL) dataset, measured using CSI metrics (CSI 0.1, CSI 5, CSI 10).

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 | Binary Rain Classification |
| Dataset (including any stated split) | Montgomery (AL) (test) |
| Metric | CSI 0.1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [CSI 0.1](<https://www.sota2.com/research/sota/binary-rain-classification-on-montgomery-al-test.md?metric=CSI%200.1>): Higher is better; unit: PERCENT.

- [CSI 5](<https://www.sota2.com/research/sota/binary-rain-classification-on-montgomery-al-test.md?metric=CSI%205>): Higher is better; unit: PERCENT.

- [CSI 10](<https://www.sota2.com/research/sota/binary-rain-classification-on-montgomery-al-test.md?metric=CSI%2010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | CSI 0.1 | Result date | Report paper |
| --- | --- | --- | --- |
| PatchTST | 35.9 | Not recorded | 69e5b3037d0172140ec7df24 |
| iTransformer | 34.9 | Not recorded | 69e5b3037d0172140ec7df24 |
| M3R | 30 | Not recorded | 69e5b3037d0172140ec7df24 |
| Diffcast-SimVP | 9.2 | Not recorded | 69e5b3037d0172140ec7df24 |
| AlphaPre | 9.2 | Not recorded | 69e5b3037d0172140ec7df24 |
| Diffcast-PhyDnet | 9.1 | Not recorded | 69e5b3037d0172140ec7df24 |
| Transformer | 7.1 | Not recorded | 69e5b3037d0172140ec7df24 |
| DLinear | 5.1 | Not recorded | 69e5b3037d0172140ec7df24 |

### PatchTST

CSI 0.1: 35.9. Result ID: 69e5cc9a47f34ce924cb681f.

[Reporting paper](<https://www.sota2.com/research/paper/69e5b3037d0172140ec7df24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb21e209131cea4181f.md>)

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

### iTransformer

CSI 0.1: 34.9. Result ID: 69e5cc9a47f34ce924cb6820.

[Reporting paper](<https://www.sota2.com/research/paper/69e5b3037d0172140ec7df24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72851e209131cea56f9c.md>)

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

### M3R

CSI 0.1: 30. Result ID: 69e5cc9a47f34ce924cb6824.

[Reporting paper](<https://www.sota2.com/research/paper/69e5b3037d0172140ec7df24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69e5b3037d0172140ec7df24.md>)

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

### Diffcast-SimVP

CSI 0.1: 9.2. Result ID: 69e5cc9a47f34ce924cb6821.

[Reporting paper](<https://www.sota2.com/research/paper/69e5b3037d0172140ec7df24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b21e209131cea57f74.md>)

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

### AlphaPre

CSI 0.1: 9.2. Result ID: 69e5cc9a47f34ce924cb6823.

[Reporting paper](<https://www.sota2.com/research/paper/69e5b3037d0172140ec7df24.md>)

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

### Diffcast-PhyDnet

CSI 0.1: 9.1. Result ID: 69e5cc9a47f34ce924cb6822.

[Reporting paper](<https://www.sota2.com/research/paper/69e5b3037d0172140ec7df24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b21e209131cea57f74.md>)

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

### Transformer

CSI 0.1: 7.1. Result ID: 69e5cc9a47f34ce924cb681d.

[Reporting paper](<https://www.sota2.com/research/paper/69e5b3037d0172140ec7df24.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.

### DLinear

CSI 0.1: 5.1. Result ID: 69e5cc9a47f34ce924cb681e.

[Reporting paper](<https://www.sota2.com/research/paper/69e5b3037d0172140ec7df24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d3e1e209131cea38b79.md>)

[Implementation](<https://github.com/cure-lab/LTSF-Linear>)

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

Page 1 of 1. This is an index page, not the full collection.
