# Semantic Hashing on TMC (test)

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

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

Data updated: 2026-02-26T05:58:18.026Z

Evaluation of Semantic Hashing performance on the test split of the TMC dataset, measured using 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) | TMC (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-tmc-test.md?metric=Precision>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Precision | Result date | Report paper |
| --- | --- | --- | --- |
| SNUH | 0.8329 | Not recorded | 68fa6a031e209131cea2564e |
| PairRec | 0.8303 | Not recorded | 68fa6a031e209131cea2564e |
| SNUH | 0.8293 | Not recorded | 68fa6a031e209131cea2564e |
| PairRec | 0.828 | Not recorded | 68fa6a031e209131cea2564e |
| PairRec | 0.8239 | Not recorded | 68fa6a031e209131cea2564e |
| RBSH | 0.8224 | Not recorded | 68fa6a031e209131cea2564e |
| RBSH | 0.8193 | Not recorded | 68fa6a031e209131cea2564e |
| SNUH | 0.8145 | Not recorded | 68fa6a031e209131cea2564e |
| RBSH | 0.8138 | Not recorded | 68fa6a031e209131cea2564e |
| PairRec | 0.7991 | Not recorded | 68fa6a031e209131cea2564e |
| RBSH | 0.7959 | Not recorded | 68fa6a031e209131cea2564e |
| SNUH | 0.7901 | Not recorded | 68fa6a031e209131cea2564e |

### SNUH

Precision: 0.8329. Result ID: 698dfdb2ffc3901de099fb5c.

[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.

### PairRec

Precision: 0.8303. Result ID: 698dfdb2ffc3901de099fb58.

[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: 0.8293. Result ID: 698dfdb2ffc3901de099fb5b.

[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: 0.828. Result ID: 698dfdb2ffc3901de099fb57.

[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: 0.8239. Result ID: 698dfdb2ffc3901de099fb56.

[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: 0.8224. Result ID: 698dfdb2ffc3901de099fb53.

[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: 0.8193. Result ID: 698dfdb2ffc3901de099fb54.

[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: 0.8145. Result ID: 698dfdb2ffc3901de099fb5a.

[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.

### RBSH

Precision: 0.8138. Result ID: 698dfdb2ffc3901de099fb52.

[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.

### PairRec

Precision: 0.7991. Result ID: 698dfdb2ffc3901de099fb55.

[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: 0.7959. Result ID: 698dfdb2ffc3901de099fb51.

[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.

### SNUH

Precision: 0.7901. Result ID: 698dfdb2ffc3901de099fb59.

[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.

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