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ResearchFormerly WizWand

LGT Detection on Fast-DetectGPT PubMed (test)

0.97AUROCReMoDetect
0.188960.391730.59450.79727May 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ReMoDetectSource LLM=GPT4 Turbo2024.050.97
ReMoDetectModel=GPT4 Turbo2024.050.97
ReMoDetectSource LLM=GPT 3.5 Turbo2024.050.964
ReMoDetectSource LLM=Claude3 Opus2024.050.964
ReMoDetectModel=GPT3.5 Turbo2024.050.964
ReMoDetectModel=Claude 3 Opus2024.050.964
ReMoDetectSource LLM=Llama3 70B2024.050.963
ReMoDetectModel=Llama3 70B2024.050.963
ReMoDetectSource LLM=GPT42024.050.961
ReMoDetectModel=GPT42024.050.961
ReMoDetectSource Model=Gemma2 9B-it2024.050.951
ReMoDetectSource Model=Llama3 8B-it2024.050.946
ReMoDetectSource Model=OLMo 7B-sft2024.050.941
Fast-DetectGPTSource Model=OLMo 7B-sft2024.050.928
ReMoDetectSource Model=Qwen2 1.5B-it2024.050.927
Fast-DetectGPTModel=Llama3 70B2024.050.908
Fast-DetectGPTModel=GPT3.5 Turbo2024.050.902
GPTZeroSource LLM=Llama3 70B2024.050.901
ReMoDetectSource Model=Gemma2 2B-it2024.050.9
Fast-DetectGPTSource Model=Qwen2 1.5B-it2024.050.898
Fast-DetectGPTSource Model=Llama3 8B-it2024.050.896
Fast-DetectGPTModel=GPT4 Turbo2024.050.888
Log-likelihoodSource Model=OLMo 7B-sft2024.050.884
Fast-DetectGPTModel=Claude 3 Opus2024.050.882
GPTZeroSource LLM=GPT 3.5 Turbo2024.050.88
GPTZeroSource LLM=Claude3 Opus2024.050.88
Log-likelihoodModel=GPT3.5 Turbo2024.050.878
GPTZeroSource LLM=GPT4 Turbo2024.050.872
Log-likelihoodModel=GPT4 Turbo2024.050.865
ReMoDetectSource LLM=Gemini pro2024.050.864
ReMoDetectModel=Gemini pro2024.050.864
Log-likelihoodModel=Claude 3 Opus2024.050.855
Log-likelihoodModel=Llama3 70B2024.050.854
ChatGPT-DetectorSource Model=Gemma2 9B-it2024.050.851
Log-likelihoodSource Model=Llama3 8B-it2024.050.85
Fast-DetectGPTModel=GPT42024.050.85
GPTZeroSource LLM=GPT42024.050.848
GPTZeroSource LLM=Gemini pro2024.050.832
Log-likelihoodModel=Gemini pro2024.050.83
Log-likelihoodSource Model=Qwen2 1.5B-it2024.050.823
Fast-DetectGPTModel=Gemini pro2024.050.821
Log-likelihoodModel=GPT42024.050.81
ChatGPT-DetectorSource Model=Gemma2 2B-it2024.050.781
LRRModel=Gemini pro2024.050.75
DetectGPTModel=GPT3.5 Turbo2024.050.744
LRRModel=GPT3.5 Turbo2024.050.743
LRRModel=Claude 3 Opus2024.050.743
LRRModel=GPT4 Turbo2024.050.735
Fast-DetectGPTSource Model=Gemma2 2B-it2024.050.723
Fast-DetectGPTSource Model=Gemma2 9B-it2024.050.716
LRRModel=Llama3 70B2024.050.713
Log-likelihoodSource Model=Gemma2 9B-it2024.050.698
DetectGPTModel=GPT42024.050.681
LRRModel=GPT42024.050.681
Log-likelihoodSource Model=Gemma2 2B-it2024.050.679
NPRModel=GPT3.5 Turbo2024.050.678
NPRModel=Gemini pro2024.050.668
DetectGPTModel=Claude 3 Opus2024.050.663
DetectGPTModel=Llama3 70B2024.050.66
NPRModel=Llama3 70B2024.050.65
NPRModel=Claude 3 Opus2024.050.644
NPRModel=GPT4 Turbo2024.050.637
DetectGPTModel=GPT4 Turbo2024.050.636
NPRModel=GPT42024.050.633
DetectGPTModel=Gemini pro2024.050.632
OpenAI-DetectorSource Model=Qwen2 1.5B-it2024.050.629
OpenAI-DetectorSource Model=OLMo 7B-sft2024.050.62
OpenAI-DetectorModel=GPT3.5 Turbo2024.050.619
RankSource Model=Qwen2 1.5B-it2024.050.61
RankModel=Llama3 70B2024.050.609
RankModel=GPT4 Turbo2024.050.608
RankSource Model=OLMo 7B-sft2024.050.605
RankSource Model=Llama3 8B-it2024.050.604
RankModel=Claude 3 Opus2024.050.603
RankModel=GPT3.5 Turbo2024.050.598
RankModel=GPT42024.050.597
RankModel=Gemini pro2024.050.583
OpenAI-DetectorModel=Gemini pro2024.050.573
RankSource Model=Gemma2 2B-it2024.050.566
RankSource Model=Gemma2 9B-it2024.050.559
OpenAI-DetectorModel=GPT4 Turbo2024.050.558
OpenAI-DetectorSource Model=Llama3 8B-it2024.050.537
OpenAI-DetectorModel=GPT42024.050.531
OpenAI-DetectorModel=Llama3 70B2024.050.529
OpenAI-DetectorModel=Claude 3 Opus2024.050.489
OpenAI-DetectorSource Model=Gemma2 2B-it2024.050.444
ChatGPT-DetectorModel=Gemini pro2024.050.393
OpenAI-DetectorSource Model=Gemma2 9B-it2024.050.364
ChatGPT-DetectorModel=Llama3 70B2024.050.351
ChatGPT-DetectorSource Model=Llama3 8B-it2024.050.334
ChatGPT-DetectorModel=Claude 3 Opus2024.050.331
ChatGPT-DetectorModel=GPT4 Turbo2024.050.31
ChatGPT-DetectorModel=GPT42024.050.281
ChatGPT-DetectorSource Model=Qwen2 1.5B-it2024.050.239
ChatGPT-DetectorSource Model=OLMo 7B-sft2024.050.236
ChatGPT-DetectorModel=GPT3.5 Turbo2024.050.219