TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Natural Language Processing/Text Classification/UK Key Stage Readability

Text Classification on UK Key Stage Readability

Metric: F1 (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕F1▼Extra DataPaperDate↕Code
1ELECTRA + ANN99.6NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
2ERNIE + ANN99.4NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
3XLNet + ANN99.2NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
4RoBERTa + ANN98.7NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
5Longformer + ANN93.9NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
6BERT + ANN90.5NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
7ALBERT + ANN79.7NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
8BERT75NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
9DistilBERT74.4NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
10Longformer74NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
11XLNet74NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
12ERNIE73.6NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
13RoBERTa73.1NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
14ELECTRA71.3NoWhat Differentiates Educational Literature? A Mu...2024-11-26-
15ALBERT67.8NoWhat Differentiates Educational Literature? A Mu...2024-11-26-