Relation Classification on Chemprot
79.65AccuracyROBERTa-CL
Evaluation Results
| Method | Links | |
|---|---|---|
| ROBERTa-CLTraining supervision type=clean labels, Method categorization=Fully-supervised2020.10 | 79.65 | |
| COSINEMethod categorization=Framework2020.10 | 54.36 | |
| ImplyLossMethod categorization=Baseline2020.10 | 53.48 | |
| USTMethod categorization=Baseline2020.10 | 52.14 | |
| MixupMethod categorization=Baseline2020.10 | 51.59 | |
| InitMethod categorization=Framework2020.10 | 51.34 | |
| DenoiseMethod categorization=Baseline2020.10 | 50.56 | |
| SMARTMethod categorization=Baseline2020.10 | 48.26 | |
| ExMatchMethod categorization=Baseline2020.10 | 46.52 | |
| FreeLBMethod categorization=Baseline2020.10 | 45.68 | |
| ROBERTa-WL+Training supervision type=weak labels, Method categorization=Baseline2020.10 | 44.8 | |
| Self-ensembleMethod categorization=Baseline2020.10 | 44.62 | |
| SnorkelMethod categorization=Baseline2020.10 | 37.5 |