ML Research Wiki / Benchmarks / Text Classification / UK Key Stage Readability

UK Key Stage Readability

Text Classification Benchmark

Performance Over Time

📊 Showing 15 results | 📏 Metric: F1

Top Performing Models

Rank Model Paper F1 Date Code
1 ELECTRA + ANN What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics 99.60 2024-11-26 -
2 ERNIE + ANN What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics 99.40 2024-11-26 -
3 XLNet + ANN What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics 99.20 2024-11-26 -
4 RoBERTa + ANN What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics 98.70 2024-11-26 -
5 Longformer + ANN What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics 93.90 2024-11-26 -
6 BERT + ANN What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics 90.50 2024-11-26 -
7 ALBERT + ANN What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics 79.70 2024-11-26 -
8 BERT What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics 75.00 2024-11-26 -
9 DistilBERT What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics 74.40 2024-11-26 -
10 Longformer What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics 74.00 2024-11-26 -

All Papers (15)