RAID
Benchmarks
TaskDatasetSOTA resultTrendResults
RAID Human and Revise
0.791ROC AUC
8
RAID Human and Paraphrase
0.787ROC AUC
8
RAID Reviews
1ROC AUC
8
RAID Reddit
99.92ROC AUC
8
RAID Recipe
1ROC AUC
8
RAID Poetry
100ROC AUC
8
RAID Abstract
100ROC AUC
8
RAID Books
100ROC AUC
8
RAID News
100ROC AUC
8
RAID alternative-spelling adversarial (individual setting)
97.93Accuracy
7
RAID paraphrasing individual setting
76.13Accuracy
7
RAID alternative-spelling adversarial (unified setting)
70.34Accuracy
7
RAID Mistral 1.0 (test)
95.09Accuracy (Acc)
7
RAID Llama 1.0 (test)
98.99Accuracy
7
RAID GPT-neo 1.0 (test)
97.22Accuracy
7
RAID Cohere 1.0 (test)
97.23Accuracy
7
RAID paraphrasing adversarial unified setting
67.52Accuracy
7
RAID Mixture
0.887AUROC (News)
6
RAID (train)
99.69ChatGPT Score
5
RAID (test)
15.64Crossing Pedestrian Score
5
RAID (in-domain)
95.98Accuracy
5
RAID
78.5TP @ 20%
4
RAID 8 domains (test)
0.979Homoglyph Robustness Score
3