# Distractor Generation on CLOTH original (test)

Source: [Distractor Generation on CLOTH original (test)](<https://www.sota2.com/research/sota/distractor-generation-on-cloth-original-test>)

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

Data updated: 2026-05-20T08:23:58.819Z

Evaluation of Distractor Generation performance on the test split of the original CLOTH 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 | Distractor Generation |
| Dataset (including any stated split) | CLOTH original (test) |
| Metric | F1@10 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [F1@10](<https://www.sota2.com/research/sota/distractor-generation-on-cloth-original-test.md?metric=F1%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1@10 | Result date | Report paper |
| --- | --- | --- | --- |
| CDGP | 15.37 | Not recorded | 690988873ef7ccd74e5e5cab |
| Text2Text | 14.05 | Not recorded | 690988873ef7ccd74e5e5cab |
| DCDG with DDDE | 13.23 | Not recorded | 690988873ef7ccd74e5e5cab |
| DCDG with ASDE + DDDE | 13.05 | Not recorded | 690988873ef7ccd74e5e5cab |
| DCDG with ASDE | 12.88 | Not recorded | 690988873ef7ccd74e5e5cab |
| DCDG | 12.84 | Not recorded | 690988873ef7ccd74e5e5cab |

### CDGP

F1@10: 15.37. Result ID: 6a0d6f97fbc373592c056baf.

[Reporting paper](<https://www.sota2.com/research/paper/690988873ef7ccd74e5e5cab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72801e209131cea56d21.md>)

Recorded evaluation configuration: {"year":"2022"}. This record does not assert independent reproduction.

### Text2Text

F1@10: 14.05. Result ID: 6a0d6f97fbc373592c056bb0.

[Reporting paper](<https://www.sota2.com/research/paper/690988873ef7ccd74e5e5cab.md>)

Recorded evaluation configuration: {"year":"2023"}. This record does not assert independent reproduction.

### DCDG with DDDE

F1@10: 13.23. Result ID: 6a0d6f97fbc373592c056bb3.

[Reporting paper](<https://www.sota2.com/research/paper/690988873ef7ccd74e5e5cab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/690988873ef7ccd74e5e5cab.md>)

Recorded evaluation configuration: {"DDDE":"true"}. This record does not assert independent reproduction.

### DCDG with ASDE + DDDE

F1@10: 13.05. Result ID: 6a0d6f97fbc373592c056bb4.

[Reporting paper](<https://www.sota2.com/research/paper/690988873ef7ccd74e5e5cab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/690988873ef7ccd74e5e5cab.md>)

Recorded evaluation configuration: {"ASDE":"true","DDDE":"true"}. This record does not assert independent reproduction.

### DCDG with ASDE

F1@10: 12.88. Result ID: 6a0d6f97fbc373592c056bb2.

[Reporting paper](<https://www.sota2.com/research/paper/690988873ef7ccd74e5e5cab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/690988873ef7ccd74e5e5cab.md>)

Recorded evaluation configuration: {"ASDE":"true"}. This record does not assert independent reproduction.

### DCDG

F1@10: 12.84. Result ID: 6a0d6f97fbc373592c056bb1.

[Reporting paper](<https://www.sota2.com/research/paper/690988873ef7ccd74e5e5cab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/690988873ef7ccd74e5e5cab.md>)

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

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