5-way Few-Shot Text Classification on Amazon (test)
86AccuracyMLADA
Evaluation results
| Method | Links | |
|---|---|---|
| MLADAN-shot=5-shot2023.06 | 86 | |
| LEAN-shot=5-shot2023.06 | 83.5 | |
| TART w/o DRRN-shot=5-shot2023.06 | 83.5 | |
| TARTN-shot=5-shot2023.06 | 82.4 | |
| DS-FSLN-shot=5-shot2023.06 | 81.1 | |
| TARTN-shot=1-shot2023.06 | 70.1 | |
| TART w/o DRRN-shot=1-shot2023.06 | 68.9 | |
| MLADAN-shot=1-shot2023.06 | 68.4 | |
| LEAN-shot=1-shot2023.06 | 66.5 | |
| HATTN-shot=5-shot2023.06 | 66 | |
| DS-FSLN-shot=1-shot2023.06 | 62.6 | |
| LEO*N-shot=5-shot2023.06 | 52.5 | |
| PROTON-shot=5-shot2023.06 | 52.1 | |
| HATTN-shot=1-shot2023.06 | 49.1 | |
| MAMLN-shot=5-shot2023.06 | 47.1 | |
| InductN-shot=5-shot2023.06 | 41.3 | |
| MAMLN-shot=1-shot2023.06 | 39.6 | |
| LEO*N-shot=1-shot2023.06 | 39.5 | |
| PROTON-shot=1-shot2023.06 | 37.6 | |
| InductN-shot=1-shot2023.06 | 34.9 |