Sentiment Classification on Blitzer 2006 (test)
84.4A to B AccuracyOracle
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Oracleupper_bound=true2023.05 | 84.4 | 85.2 | 91.6 | 86.1 | 86 | 86.5 | 85.3 | 86.5 | 86.4 | |
| ReMaskfull_method=true2023.05 | 72.9 | 83.4 | 91.6 | 82.4 | 84 | 85.5 | 82.5 | 86.3 | 83.5 | |
| ReMask (NoInit)ablation=no initialization2023.05 | 71.4 | 82.4 | 87.3 | 82.2 | 84 | 84.3 | 81.5 | 85.2 | 82.3 | |
| DoCoGentask classifier=T52023.05 | 70.9 | 78.1 | 84.4 | 82.9 | 83.9 | 86 | 84.5 | 85.7 | 82.1 | |
| DoCoGen-Robtask classifier=RoBERTa-base2023.05 | 70.4 | 82.1 | 79.5 | 82.4 | 82.9 | 86.6 | 85.5 | 86.7 | 82 | |
| RM-RR2023.05 | 69.4 | 78.4 | 83.8 | 83.5 | 81.9 | 85.6 | 83.7 | 85.4 | 81.5 | |
| NoDAadaptation=none2023.05 | 69.1 | 76.5 | 82.3 | 82.8 | 81.5 | 84.5 | 82.4 | 85.2 | 80.5 | |
| 2-ASM2023.05 | 65.7 | 76.3 | 87.1 | 82.3 | 80.8 | 84.9 | 85 | 82.3 | 80.7 | |
| ReMask (NoUnmask)ablation=no Step 32023.05 | 62.4 | 74.9 | 80.4 | 75.3 | 74.2 | 74 | 80.5 | 79.4 | 75.1 |