Text Classification on Yahoo! Answers
55.84Micro F1Lbl2TransformerVec
Evaluation Results
| Method | Links | |
|---|---|---|
| Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=all-mpnet-base-v22022.11 | 55.84 | |
| Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=SimCSE2022.11 | 53.32 | |
| Lbl2TransformerVecApproach Category=Similarity-based TC, Backbone=all-MiniLM-L6-v22022.11 | 52.87 | |
| SBERTApproach Category=Baselines, Backbone=all-mpnet-base-v22022.11 | 51.25 | |
| SimCSEApproach Category=Baselines2022.11 | 49.9 | |
| Lbl2VecApproach Category=Similarity-based TC2022.11 | 44.26 | |
| SBERTApproach Category=Baselines, Backbone=all-MiniLM-L6-v22022.11 | 43.77 | |
| Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=DeBERTa2022.11 | 43.09 | |
| Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=BART-large2022.11 | 40.21 | |
| TARSApproach Category=0SHOT-TC2022.11 | 34.6 | |
| Zero-shot EntailmentApproach Category=0SHOT-TC, Backbone=DistilBERT2022.11 | 31.81 | |
| LSAApproach Category=Baselines2022.11 | 15.82 | |
| Word2VecApproach Category=Baselines2022.11 | 12.55 |