Text Classification on AG's Corpus
83.79Micro F1Lbl2TransformerVec
Evaluation Results
| Method | Links | |
|---|---|---|
| Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=SimCSE2022.11 | 83.79 | |
| Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=all-MiniLM-L6-v22022.11 | 80.88 | |
| SimCSEApproach Category=Baselines2022.11 | 80.1 | |
| Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=all-mpnet-base-v22022.11 | 80.05 | |
| Lbl2VecApproach Category=Similarity-based TC2022.11 | 74.63 | |
| Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=DeBERTa2022.11 | 72.37 | |
| SBERTApproach Category=Baselines, Backbone=all-mpnet-base-v22022.11 | 70.84 | |
| SBERTApproach Category=Baselines, Backbone=all-MiniLM-L6-v22022.11 | 68.57 | |
| Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=BART-large2022.11 | 68.24 | |
| Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=DistilBERT2022.11 | 59.48 | |
| LSAApproach Category=Baselines2022.11 | 41.17 | |
| Word2VecApproach Category=Baselines2022.11 | 28.22 |