ETHOS: an Online Hate Speech Detection Dataset

Benchmark Model Rank Results
hate-speech-detection-on-ethos-binaryBERT#1F1-score: 0.7883Classification Accuracy: 0.7664Precision: 79.17
hate-speech-detection-on-ethos-binaryBiLSTM+Attention+FT#2F1-score: 0.768Classification Accuracy: 0.7734Precision: 77.76
hate-speech-detection-on-ethos-binaryCNN+Attention+FT+GV#4F1-score: 0.7441Classification Accuracy: 0.7515Precision: 74.92
hate-speech-detection-on-ethos-binarySVM#7F1-score: 0.6607Classification Accuracy: 0.6643Precision: 66.47
hate-speech-detection-on-ethos-binaryRandom Forests#8F1-score: 0.6441Classification Accuracy: 0.6504Precision: 64.69