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Benchmarks
AI-generated text detection on Writing Generated by GPT-4 (test)
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0.9768
AUROC
DPIC
0.34604
0.509795
0.67355
0.837305
May 21, 2023
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
DPIC
Auxiliary Model=ChatGPT
2023.05
0.9768
DPIC
Auxiliary Model=Vicuna-7b
2023.05
0.9644
Fast-DetectGPT
Strategy=Zero-shot
2023.05
0.9611
RADAR
Strategy=Supervised
2023.05
0.8593
Likelihood
Strategy=Zero-shot
2023.05
0.8553
LogRank
Strategy=Zero-shot
2023.05
0.8289
NPR
Strategy=Zero-shot
2023.05
0.8276
DNA-GPT
Auxiliary Model=Neo-2.7
2023.05
0.8164
LRR
Strategy=Zero-shot
2023.05
0.704
DetectGPT
Strategy=Zero-shot
2023.05
0.6542
DNA-GPT
Auxiliary Model=ChatGPT
2023.05
0.6104
DNA-GPT
Auxiliary Model=Vicuna-7b
2023.05
0.5628
RoBERTa-base
Backbone=RoBERTa-base
2023.05
0.5068
RoBERTa-large
Backbone=RoBERTa-large
2023.05
0.3822
Entropy
Strategy=Zero-shot
2023.05
0.3703
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