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Benchmarks
AI-generated text detection on PubMed Generated by ChatGPT (test)
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0.9082
AUROC
DPIC
0.251336
0.421868
0.5924
0.762932
May 21, 2023
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
DPIC
Auxiliary Model=ChatGPT
2023.05
0.9082
Fast-DetectGPT
Strategy=Zero-shot
2023.05
0.9021
DPIC
Auxiliary Model=Vicuna-7b
2023.05
0.899
Likelihood
Strategy=Zero-shot
2023.05
0.8776
LogRank
Strategy=Zero-shot
2023.05
0.868
DNA-GPT
Auxiliary Model=Neo-2.7
2023.05
0.7598
LRR
Strategy=Zero-shot
2023.05
0.7421
RADAR
Strategy=Supervised
2023.05
0.7372
RoBERTa-large
Backbone=RoBERTa-large
2023.05
0.6731
DNA-GPT
Auxiliary Model=ChatGPT
2023.05
0.6722
RoBERTa-base
Backbone=RoBERTa-base
2023.05
0.6188
DNA-GPT
Auxiliary Model=Vicuna-7b
2023.05
0.5639
NPR
Strategy=Zero-shot
2023.05
0.5483
DetectGPT
Strategy=Zero-shot
2023.05
0.3804
Entropy
Strategy=Zero-shot
2023.05
0.2766
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