RAID
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
RAID (test)
78.4TP @ 20% Error Threshold
42
RAID (evaluation)
96MAGE ASR
22
RAID-MovieReviews
0.96AUROC
21
RAID ArXiv
99AUROC
21
RAID GPT-4 classic (test)
30.79TPR @ 0.1% Error
14
RAID ChatGPT Classic (test)
70.77TPR@0.1%
14
RAID
85.21AUROC
14
RAID (test)
94.1Accuracy
13
RAID Reddit domain
77.5AUC@1%
10
RAID News domain
0.93AUC @ 1%
10
RAID
98.3ASR (τ=0.5)
10
RAID
0.954AUC
10
RAID No attack clean (test)
99.97AUROC
9
RAID (test)
0.2Abstracts FPR
9
RAID 1.0 (test)
99.44AUROC (ChatGPT)
8
RAID All settings with attack (test)
99.87AUROC
8
RAID Wikipedia-related samples
99.35GPT-4 Performance Score
8
RAID Wikipedia Paraphrased Phi-4
0.868ROC AUC
8
RAID Wikipedia Paraphrased Grok-3-mini
0.891ROC AUC
8
RAID Wikipedia Paraphrased DeepSeek-V3-0324
0.893ROC AUC
8
RAID Wikipedia Paraphrased GPT-4.1
0.917ROC AUC
8
RAID Wikipedia Paraphrased GPT-4o-mini
0.907ROC AUC
8
RAID Wikipedia-related (all)
89.12GPT-4 Score
8
RAID Wikipedia-related
99.94GPT-4 Score
8
RAID Paraphrase and Revise
89.84ROC AUC
8