Sentiment Classification on CLS (test)
93.19Accuracy (DE Books)MultiFiT
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MultiFiTEvaluation Protocol=Supervised, Training Examples=2k2019.09 | 93.19 | 90.54 | 93 | 91.25 | 89.55 | 93.4 | 86.29 | 85.75 | 86.59 | |
| MultiFiTEvaluation Protocol=Zero-shot, Pseudo Labels=LASER2019.09 | 89.6 | 81.8 | 84.4 | 87.84 | 83.5 | 85.6 | 80.45 | 77.65 | 81.5 | |
| MultiBERTEvaluation Protocol=Supervised, Training Examples=2k2019.09 | 86.05 | 84.9 | 82 | 86.15 | 86.9 | 86.65 | 80.87 | 82.83 | 79.95 | |
| LASEREvaluation Protocol=Zero-shot, Variant=code2019.09 | 84.15 | 78 | 79.15 | 83.9 | 83.4 | 80.75 | 74.99 | 74.55 | 76.3 | |
| BiDRLEvaluation Protocol=Translation-based2019.09 | 84.14 | 84.05 | 84.67 | 84.39 | 83.6 | 82.52 | 73.15 | 76.78 | 78.77 | |
| MT-BOWEvaluation Protocol=Translation-based2019.09 | 79.68 | 77.92 | 77.22 | 80.76 | 78.83 | 75.78 | 70.22 | 71.3 | 72.02 | |
| CL-SCLEvaluation Protocol=Translation-based2019.09 | 79.5 | 76.92 | 77.79 | 78.49 | 78.8 | 77.92 | 73.09 | 71.07 | 75.11 | |
| MultiBERTEvaluation Protocol=Zero-shot2019.09 | 72.15 | 70.05 | 73.8 | 75.5 | 74.7 | 76.05 | 65.41 | 64.9 | 70.33 |