AI Text Detection

Benchmarks

Dataset Name	SOTA Method	Metric
HC3 AI-Prob		Finance Accuracy84.1	24	4mo ago
MAGE in-distribution (test)	Longformer	AUROC81	16	1mo ago
Unified RL corpus (test)	TELL	AUROC92.7	16	1mo ago
Modern RAID Claude generated 200 tokens	DMAP	TPR@0.1%37.34	14	2mo ago
Modern RAID Gemini generated 200 tokens	DALD	TPR@0.1% FPR34.74	14	2mo ago
Modern RAID GPT-5 generated 200 tokens	DALD	TPR@0.1%30.22	14	2mo ago
Humanize-16K Mix	Triospect (ImBD)	AUROC0.925	12	24d ago
Humanize After 16K	Raidar	AUROC0.911	12	24d ago
Humanize 16K Before	Triospect (ImBD)	AUROC0.968	12	24d ago
AI-Generated Text (Held-out Set)	PASTA	AI-detection Rate (Aligned, Pangram)100	11	1mo ago
MELD (eval)	MELD	AUROC99.99	10	2mo ago
Ghostbuster	MELD	AUROC100	10	2mo ago
M4GT	MELD	AUROC78	10	2mo ago
HC3	RoBERTa-ChatGPT	AUROC100	10	2mo ago
RAID No attack clean (test)		AUROC99.97	9	2mo ago
RAID All settings with attack (test)		AUROC99.87	8	2mo ago
RAID Mistral 1.0 (test)	AEyeDE	Accuracy (Acc)95.09	7	1mo ago
RAID Llama 1.0 (test)	AEyeDE	Accuracy98.99	7	1mo ago
RAID GPT-neo 1.0 (test)	AEyeDE	Accuracy97.22	7	1mo ago
RAID Cohere 1.0 (test)	AEyeDE	Accuracy97.23	7	1mo ago
Product Reviews	GPTZero	AUC99.9	7	4mo ago
Paper Reviews	GPTZero	AUC0.999	7	4mo ago
Creative Writing	GPTZero	AUC99.9	7	4mo ago
Abstracts	GPTZero	AUC99.9	7	4mo ago
Modern RAID	DALD	TPR @ FPR=0.1%28.44	6	2mo ago

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