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Benchmarks
Stereotype Detection on SmallHeap (n=134)
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79.9
Accuracy
Our detection & assessment step
57.332
63.191
69.05
74.909
Dec 11, 2025
Accuracy
Macro F1 Score
Recall
Precision
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1 Score
Recall
Precision
Our detection & assessment step
Evaluation Protocol=St...
2025.12
79.9
72
72.8
71.3
Our detection step
Evaluation Protocol=St...
2025.12
68.7
65.6
75.1
67.5
Llama-Guard-3-8B
Evaluation Protocol=St...
2025.12
68.7
53.8
53.7
53.9
PerspectiveAPI IdentityAttack
Evaluation Protocol=St...
2025.12
67.2
63.6
71.7
65.2
ALBERT-V2
Evaluation Protocol=St...
2025.12
58.2
55.7
64.8
60.3
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