Few-shot Text Classification on Distributional Signature suite (test)
90.5Amzn+ ScoreUniFew_meta
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UniFew_metaShots=5, Meta-training=true2021.07 | 90.5 | 93.1 | 81.7 | 76.2 | 98 | |
| UniFewShots=5, Meta-training=false2021.07 | 88.5 | 88.8 | 77.1 | 72.2 | 97 | |
| UniFew_metaShots=1, Meta-training=true2021.07 | 84.3 | 90.6 | 78.6 | 70.3 | 96.9 | |
| UniFewShots=1, Meta-training=false2021.07 | 82.1 | 75.7 | 65.9 | 58.4 | 92 | |
| DSShots=5, Meta-training=true2021.07 | 81.2 | 83.5 | 63.5 | 68.3 | 96 | |
| DSShots=1, Meta-training=true2021.07 | 62.7 | 67.1 | 43.1 | 52.2 | 81.8 |