# Classification on LCD benchmark 90 days

Source: [Classification on LCD benchmark 90 days](<https://www.sota2.com/research/sota/classification-on-lcd-benchmark-90-days>)

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

Data updated: 2026-04-14T12:42:03.232Z

Evaluation of classification performance on the 90-day subset of the LCD benchmark dataset, reporting metrics such as AUROC, F1 score, Precision, and Recall.

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 | classification |
| Dataset (including any stated split) | LCD benchmark 90 days |
| Metric | F1 Score |
| 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 Score](<https://www.sota2.com/research/sota/classification-on-lcd-benchmark-90-days.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [AUROC](<https://www.sota2.com/research/sota/classification-on-lcd-benchmark-90-days.md?metric=AUROC>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/classification-on-lcd-benchmark-90-days.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/classification-on-lcd-benchmark-90-days.md?metric=Recall>): Higher is better; unit: PERCENT.

- [Parsable](<https://www.sota2.com/research/sota/classification-on-lcd-benchmark-90-days.md?metric=Parsable>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| CLSGen | 36.1 | Not recorded | 69ddca857d0172140ec7a048 |
| CLSGen | 32.24 | Not recorded | 69ddca857d0172140ec7a048 |
| CNN | 31.08 | Not recorded | 69ddca857d0172140ec7a048 |
| Self cons | 30.7 | Not recorded | 69ddca857d0172140ec7a048 |
| Label pred | 26.23 | Not recorded | 69ddca857d0172140ec7a048 |
| Verb prob | 23.79 | Not recorded | 69ddca857d0172140ec7a048 |

### CLSGen

F1 Score: 36.1. Result ID: 69de34f347f34ce924c716ec.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca857d0172140ec7a048.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca857d0172140ec7a048.md>)

Recorded evaluation configuration: {"Threshold mode":"Threshold (tuned on dev set)"}. This record does not assert independent reproduction.

### CLSGen

F1 Score: 32.24. Result ID: 69de34f347f34ce924c716eb.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca857d0172140ec7a048.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca857d0172140ec7a048.md>)

Recorded evaluation configuration: {"Threshold mode":"Default (fixed 0.5)"}. This record does not assert independent reproduction.

### CNN

F1 Score: 31.08. Result ID: 69de34f347f34ce924c716ea.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca857d0172140ec7a048.md>)

Recorded evaluation configuration: {"Category":"Traditional"}. This record does not assert independent reproduction.

### Self cons

F1 Score: 30.7. Result ID: 69de34f347f34ce924c716e9.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca857d0172140ec7a048.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb61e209131cea41b33.md>)

Recorded evaluation configuration: {"Category":"Inference-only methods"}. This record does not assert independent reproduction.

### Label pred

F1 Score: 26.23. Result ID: 69de34f347f34ce924c716e8.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca857d0172140ec7a048.md>)

Recorded evaluation configuration: {"Category":"Inference-only methods"}. This record does not assert independent reproduction.

### Verb prob

F1 Score: 23.79. Result ID: 69de34f347f34ce924c716e7.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca857d0172140ec7a048.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72941e209131cea573ff.md>)

Recorded evaluation configuration: {"Category":"Inference-only methods"}. This record does not assert independent reproduction.

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