Slot Filling on MIT-R
88.51AccuracyROBERTa-CL
Evaluation Results
| Method | Links | |
|---|---|---|
| ROBERTa-CLTraining supervision type=clean labels, Method categorization=Fully-supervised2020.10 | 88.51 | |
| COSINEMethod categorization=Framework2020.10 | 76.61 | |
| USTMethod categorization=Baseline2020.10 | 74.41 | |
| ImplyLossMethod categorization=Baseline2020.10 | 74.3 | |
| MixupMethod categorization=Baseline2020.10 | 73.68 | |
| SMARTMethod categorization=Baseline2020.10 | 73.66 | |
| FreeLBMethod categorization=Baseline2020.10 | 73.04 | |
| InitMethod categorization=Framework2020.10 | 72.97 | |
| Self-ensembleMethod categorization=Baseline2020.10 | 72.88 | |
| ROBERTa-WL+Training supervision type=weak labels, Method categorization=Baseline2020.10 | 70.95 | |
| DenoiseMethod categorization=Baseline2020.10 | 70.58 | |
| ExMatchMethod categorization=Baseline2020.10 | 34.93 | |
| SnorkelMethod categorization=Baseline2020.10 | 20.63 |