Text Classification on MTL-16 (test)
86.98Average AccuracyStar-Transformer
Evaluation Results
| Method | Links | ||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Star-Transformerbatch_size=1282019.02 | 86.98 | 10.94 | 88.25 | 11 | 87.75 | 11 | 87 | 11 | 92.25 | 11 | 86 | 11 | 82.75 | 10 | 87.5 | 10 | 88 | 12 | 85.5 | 11 | 92.75 | 11 | 79 | 12 | 83.5 | 11 | 90.5 | 11 | 86.25 | 10 | 88 | 11 | 86.75 | 11 | |
| SLSTMbatch_size=1282019.02 | 85.38 | — | 85.75 | — | 86.25 | — | 83.44 | — | 90.02 | — | 85.52 | — | 83.25 | — | 86.5 | — | 87.15 | — | 84.54 | — | 93.75 | — | 76.2 | — | 82.04 | — | 87.75 | — | 85.75 | — | 85.25 | — | 86.75 | — | |
| BiLSTMbatch_size=1282019.02 | 84.01 | 130.3 | 86.05 | 114 | 84.51 | 141 | 82.12 | 135 | 87.05 | 125 | 83.71 | 143 | 82.51 | 136 | 85.52 | 131 | 86.02 | 174 | 82.22 | 130 | 92.52 | 136 | 75.73 | 26 | 78.74 | 137 | 86.73 | 140 | 84.04 | 134 | 85.72 | 137 | 84.73 | 146 | |
| Transformerbatch_size=1282019.02 | 82.78 | 49.31 | 82.25 | 34 | 84.5 | 50 | 81.5 | 55 | 86 | 52 | 77.75 | 58 | 81.5 | 49 | 83.5 | 45 | 82.5 | 77 | 83 | 47 | 89.5 | 51 | 77.25 | 14 | 79 | 53 | 85.25 | 53 | 84.75 | 49 | 82 | 46 | 84.25 | 56 |