Text Classification on Classification tasks
20.16ARG Success Rate (Cls -> Cls)MAML
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MAMLsetup=MPT2023.02 | 20.16 | 10.57 | 6.34 | |
| FOMAMLsetup=MPT2023.02 | 18.8 | 17.84 | 7.32 | |
| Fine-tuning2023.02 | 16.02 | 16.02 | 16.02 | |
| Reptilesetup=MPT2023.02 | -5.17 | -4.18 | 2.42 | |
| Multi-task learning2023.02 | -5.64 | 5.73 | 4.97 |