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HART

Benchmarks

Task NameDataset NameSOTA ResultTrend
Fine-Grained LLM-Generated Text DetectionHART 4-class setting
AUROC98.2
13
LLM-Generated Text DetectionHART (default random split)
Avg TPR @ 5% FPR94.41
12
LLM-Generated Text DetectionHART (group-aware split)
AUROC98.39
4
LLM-Generated Text DetectionHART Writing domain (Leave-One-Domain-Out)
AUROC86.2
3
LLM-Generated Text DetectionHART News domain (Leave-One-Domain-Out)
AUROC92.69
3
LLM-Generated Text DetectionHART Essay domain (Leave-One-Domain-Out)
AUROC95.88
3
LLM-Generated Text DetectionHART Arxiv domain (Leave-One-Domain-Out)
AUROC96.61
3
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