5-way Few-Shot Text Classification on 20 Newsgroups (test)
83.2AccuracyTART
Evaluation results
| Method | Links | |
|---|---|---|
| TARTN-shot=5-shot2023.06 | 83.2 | |
| TART w/o DRRN-shot=5-shot2023.06 | 82.2 | |
| MLADAN-shot=5-shot2023.06 | 77.8 | |
| DS-FSLN-shot=5-shot2023.06 | 68.3 | |
| TARTN-shot=1-shot2023.06 | 67 | |
| TART w/o DRRN-shot=1-shot2023.06 | 66.4 | |
| LEAN-shot=5-shot2023.06 | 60.2 | |
| MLADAN-shot=1-shot2023.06 | 59.6 | |
| HATTN-shot=5-shot2023.06 | 55 | |
| LEAN-shot=1-shot2023.06 | 54.1 | |
| LEO*N-shot=5-shot2023.06 | 52.2 | |
| DS-FSLN-shot=1-shot2023.06 | 52.1 | |
| PROTON-shot=5-shot2023.06 | 45.3 | |
| HATTN-shot=1-shot2023.06 | 44.2 | |
| MAMLN-shot=5-shot2023.06 | 43.7 | |
| PROTON-shot=1-shot2023.06 | 37.8 | |
| LEO*N-shot=1-shot2023.06 | 36.4 | |
| MAMLN-shot=1-shot2023.06 | 33.8 | |
| InductN-shot=5-shot2023.06 | 33.3 | |
| InductN-shot=1-shot2023.06 | 28.7 |