HateXplain
Benchmarks
TaskDatasetSOTA resultTrendResults
HateXplain (test)
85.13Macro F1 Score
44
HateXplain
85Comprehensiveness
33
HateXplain
57F1-macro
27
HateXplain (test)
0.318IOU F1
22
HateXplain (test)
79.1Probe Accuracy (Best Layer)
21
HateXplain
0.763Accuracy
21
HateXplain
90.44AUC
21
HateXplain (held-out)
47.3F1 Score
14
HateXplain (test)
72Macro-F1
13
HateXplain Synthetic Skew (test)
0.428HI-F1
7
HateXplain Synthetic Skew (test)
73.15Clf-F1
7
HateXplain Muslim-focused (test)
75.1Accuracy
7
HateXplain (val)
35.2Accuracy
6
HateXplain (test)
42.62HI-F1
5
HateXplain standard (test)
68.6Accuracy
5
HateXplain (test)
5.89Hamming Loss
3
HateXplain
0.752Precision (macro)
3
HateXplain (test)
76.83African Group BA
3
HateXplain
0.98Mean Abs-Cosine Similarity
3
HateXplain (test)
34.3Accuracy
3