Sentiment Analysis on human-sentiment WUDA target-domain 45% noise rate
56.59Transfer B to D AccuracyB-Net
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| B-Netnoise rate=45%2019.05 | 56.59 | 55.74 | 57 | 55.15 | 58.91 | 66.2 | 54.93 | 52.88 | 56.12 | 51.39 | 53.53 | 53.71 | 56.01 | |
| MEDAnoise rate=45%2019.05 | 54.5 | 54.29 | 53.68 | 53.66 | 54.11 | 52.45 | 52.56 | 53.03 | 55.42 | 51.52 | 53.38 | 53.81 | 53.54 | |
| TCLnoise rate=45%2019.05 | 54.44 | 54.14 | 53.32 | 53.27 | 53.77 | 52.45 | 52.14 | 52.57 | 55.04 | 51.5 | 53.19 | 53.46 | 53.27 | |
| Co+ATDAnoise rate=45%2019.05 | 54.32 | 57.34 | 53.28 | 55.95 | 56.08 | 59.94 | 53.3 | 49.62 | 52.1 | 52.59 | 54.52 | 52.62 | 54.31 | |
| ATDAnoise rate=45%2019.05 | 53.56 | 55.14 | 51.14 | 54.48 | 54.21 | 57.99 | 52.54 | 49.02 | 51.66 | 51.96 | 52.86 | 52.11 | 53.65 | |
| Co+TCLnoise rate=45%2019.05 | 53.21 | 53.98 | 51.77 | 54.85 | 55.63 | 58.1 | 54.88 | 50.03 | 56.15 | 53.81 | 55.69 | 51.26 | 54.11 | |
| DANNnoise rate=45%2019.05 | 52.98 | 53.5 | 51.84 | 53.04 | 53.04 | 53.17 | 51.08 | 51.24 | 53.58 | 51.77 | 51.45 | 53.33 | 52.5 | |
| DANnoise rate=45%2019.05 | 52.43 | 52.17 | 52.89 | 53.11 | 51.3 | 52.15 | 51.38 | 52.83 | 54.21 | 50.44 | 52.2 | 54.72 | 52.49 |