# Semantic Hashing on Reuters (test)

Source: [Semantic Hashing on Reuters (test)](<https://www.sota2.com/research/sota/semantic-hashing-on-reuters-test>)

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

Data updated: 2026-02-26T05:58:18.006Z

Evaluation of Semantic Hashing performance on the test split of the Reuters dataset, measured by Precision.

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 | Semantic Hashing |
| Dataset (including any stated split) | Reuters (test) |
| Metric | Precision |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 12 of 12 |
| 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

- [Precision](<https://www.sota2.com/research/sota/semantic-hashing-on-reuters-test.md?metric=Precision>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Precision | Result date | Report paper |
| --- | --- | --- | --- |
| SNUH | 0.8567 | Not recorded | 68fa6a031e209131cea2564e |
| SNUH | 0.8483 | Not recorded | 68fa6a031e209131cea2564e |
| PairRec | 0.8468 | Not recorded | 68fa6a031e209131cea2564e |
| SNUH | 0.8369 | Not recorded | 68fa6a031e209131cea2564e |
| PairRec | 0.8329 | Not recorded | 68fa6a031e209131cea2564e |
| PairRec | 0.8268 | Not recorded | 68fa6a031e209131cea2564e |
| RBSH | 0.8149 | Not recorded | 68fa6a031e209131cea2564e |
| RBSH | 0.812 | Not recorded | 68fa6a031e209131cea2564e |
| RBSH | 0.8088 | Not recorded | 68fa6a031e209131cea2564e |
| SNUH | 0.8063 | Not recorded | 68fa6a031e209131cea2564e |
| PairRec | 0.8028 | Not recorded | 68fa6a031e209131cea2564e |
| RBSH | 0.774 | Not recorded | 68fa6a031e209131cea2564e |

### SNUH

Precision: 0.8567. Result ID: 698dfdb2ffc3901de099fb50.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Implementation](<https://github.com/J-zin/SNUH>)

Recorded evaluation configuration: {"Bits":"128"}. This record does not assert independent reproduction.

### SNUH

Precision: 0.8483. Result ID: 698dfdb2ffc3901de099fb4f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Implementation](<https://github.com/J-zin/SNUH>)

Recorded evaluation configuration: {"Bits":"64"}. This record does not assert independent reproduction.

### PairRec

Precision: 0.8468. Result ID: 698dfdb2ffc3901de099fb4c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67d01e209131cea189c2.md>)

Recorded evaluation configuration: {"Bits":"128"}. This record does not assert independent reproduction.

### SNUH

Precision: 0.8369. Result ID: 698dfdb2ffc3901de099fb4e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Implementation](<https://github.com/J-zin/SNUH>)

Recorded evaluation configuration: {"Bits":"32"}. This record does not assert independent reproduction.

### PairRec

Precision: 0.8329. Result ID: 698dfdb2ffc3901de099fb4b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67d01e209131cea189c2.md>)

Recorded evaluation configuration: {"Bits":"64"}. This record does not assert independent reproduction.

### PairRec

Precision: 0.8268. Result ID: 698dfdb2ffc3901de099fb4a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67d01e209131cea189c2.md>)

Recorded evaluation configuration: {"Bits":"32"}. This record does not assert independent reproduction.

### RBSH

Precision: 0.8149. Result ID: 698dfdb2ffc3901de099fb46.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65d61e209131cea0c973.md>)

Recorded evaluation configuration: {"Bits":"32"}. This record does not assert independent reproduction.

### RBSH

Precision: 0.812. Result ID: 698dfdb2ffc3901de099fb47.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65d61e209131cea0c973.md>)

Recorded evaluation configuration: {"Bits":"64"}. This record does not assert independent reproduction.

### RBSH

Precision: 0.8088. Result ID: 698dfdb2ffc3901de099fb48.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65d61e209131cea0c973.md>)

Recorded evaluation configuration: {"Bits":"128"}. This record does not assert independent reproduction.

### SNUH

Precision: 0.8063. Result ID: 698dfdb2ffc3901de099fb4d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Implementation](<https://github.com/J-zin/SNUH>)

Recorded evaluation configuration: {"Bits":"16"}. This record does not assert independent reproduction.

### PairRec

Precision: 0.8028. Result ID: 698dfdb2ffc3901de099fb49.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67d01e209131cea189c2.md>)

Recorded evaluation configuration: {"Bits":"16"}. This record does not assert independent reproduction.

### RBSH

Precision: 0.774. Result ID: 698dfdb2ffc3901de099fb45.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a031e209131cea2564e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65d61e209131cea0c973.md>)

Recorded evaluation configuration: {"Bits":"16"}. This record does not assert independent reproduction.

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