Sentiment Classification on CM, EN, and HI (test)
66.18ConsistencyXLM-R Trilingual
Evaluation results
| Method | Links | |
|---|---|---|
| XLM-R TrilingualTrain=CM2026.03 | 66.18 | |
| XLM-R Trilingual –w/o AlignmentTrain=CM2026.03 | 64.9 | |
| XLM-R Trilingual –w/o AlignmentTrain=HI2026.03 | 63.72 | |
| XLM-R TrilingualTrain=HI2026.03 | 63.18 | |
| XLM-RTrain=CM2026.03 | 63.04 | |
| XLM-RTrain=HI2026.03 | 61.7 | |
| mBERT TrilingualTrain=HI2026.03 | 55.19 | |
| mBERT Trilingual –w/o AlignmentTrain=HI2026.03 | 54.57 | |
| mBERTTrain=HI2026.03 | 50.79 | |
| XLM-R TrilingualTrain=EN2026.03 | 50.22 | |
| XLM-R Trilingual –w/o AlignmentTrain=EN2026.03 | 48.48 | |
| mBERT Trilingual –w/o AlignmentTrain=EN2026.03 | 47.74 | |
| mBERT TrilingualTrain=EN2026.03 | 47.1 | |
| XLM-RTrain=EN2026.03 | 46.86 | |
| mBERT TrilingualTrain=CM2026.03 | 44.64 | |
| mBERT Trilingual –w/o AlignmentTrain=CM2026.03 | 37.8 | |
| mBERTTrain=EN2026.03 | 36.74 | |
| mBERTTrain=CM2026.03 | 32.83 |