5-way few-shot text classification on HuffPost (test)
66.8AccuracyTART
Evaluation results
| Method | Links | |
|---|---|---|
| TARTN-shot=5-shot2023.06 | 66.8 | |
| TART w/o DRRN-shot=5-shot2023.06 | 66 | |
| LEAN-shot=5-shot2023.06 | 65.8 | |
| MLADAN-shot=5-shot2023.06 | 64.9 | |
| DS-FSLN-shot=5-shot2023.06 | 63.5 | |
| HATTN-shot=5-shot2023.06 | 56.3 | |
| MAMLN-shot=5-shot2023.06 | 49.3 | |
| InductN-shot=5-shot2023.06 | 49.1 | |
| TART w/o DRRN-shot=1-shot2023.06 | 48.4 | |
| TARTN-shot=1-shot2023.06 | 46.9 | |
| LEAN-shot=1-shot2023.06 | 46.2 | |
| MLADAN-shot=1-shot2023.06 | 45 | |
| DS-FSLN-shot=1-shot2023.06 | 43 | |
| LEO*N-shot=5-shot2023.06 | 42.3 | |
| PROTON-shot=5-shot2023.06 | 41.3 | |
| HATTN-shot=1-shot2023.06 | 41.1 | |
| InductN-shot=1-shot2023.06 | 38.7 | |
| MAMLN-shot=1-shot2023.06 | 35.9 | |
| PROTON-shot=1-shot2023.06 | 35.7 | |
| LEO*N-shot=1-shot2023.06 | 28.8 |