Natural Language Processing on eleven NLP tasks
73.1Average AccuracyTraditional MTL
Evaluation Results
| Method | Links | |
|---|---|---|
| Traditional MTL2024.05 | 73.1 | |
| Individual2024.05 | 71.4 | |
| EMR-MERGINGValidation=false2024.05 | 67.1 | |
| Ties-MergingValidation=true2024.05 | 66.4 | |
| Ties-MergingValidation=false2024.05 | 64.9 | |
| Task ArithmeticValidation=true2024.05 | 63.9 | |
| Fisher MergingValidation=true2024.05 | 62.2 | |
| Task ArithmeticValidation=false2024.05 | 59.2 | |
| RegMeanValidation=true2024.05 | 58 | |
| Weight AveragingValidation=false2024.05 | 58 |