Hostility Detection on CONSTRAINT Hindi 2021 (test)
95.83Hostile F1Indic-BERT
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Indic-BERTMethodology=AUX (Auxiliary Model)2021.01 | 95.83 | 42 | 77.41 | 57.25 | 61.2 | 62.5 | |
| Indic-BERTMethodology=MLC (Multi Label Classification)2021.01 | 95.81 | 37.87 | 72.28 | 30.94 | 51.52 | 51.3 | |
| Hindi-BERTMethodology=MLC (Multi Label Classification)2021.01 | 95.2 | 0 | 75.28 | 42.06 | 52.74 | 49.12 | |
| Indic-BERTMethodology=BC (Binary Classification)2021.01 | 95.2 | 30.3 | 75.7 | 47.45 | 54.46 | 56.18 | |
| HindiBERTaMethodology=MLC (Multi Label Classification)2021.01 | 95.07 | 32.39 | 73.17 | 41.2 | 41.06 | 51.22 | |
| HindiBERTaMethodology=AUX (Auxiliary Model)2021.01 | 94.86 | 38.55 | 76.12 | 56.63 | 59.33 | 60.86 | |
| HindiBERTaMethodology=MTL (Multitask Learning)2021.01 | 94.21 | 31 | 66.47 | 23.53 | 55.45 | 47.38 | |
| HindiBERTaMethodology=BC (Binary Classification)2021.01 | 94.21 | 27.07 | 65.96 | 31.75 | 60.98 | 49.6 | |
| Hindi-BERTMethodology=BC (Binary Classification)2021.01 | 93.59 | 13 | 71.64 | 47.698 | 53.88 | 51.69 | |
| Indic-BERTMethodology=MTL (Multitask Learning)2021.01 | 92.84 | 5.13 | 32.96 | 0 | 0 | 12.6 | |
| BaselineMethodology=Baseline2021.01 | 84.22 | 39.92 | 68.69 | 49.26 | 41.98 | 54.2 |