Fast-DetectGPT
Benchmarks
TaskDatasetSOTA resultTrendResults
Fast-DetectGPT XSum (test)
100AUROC
96
Fast-DetectGPT PubMed (test)
0.97AUROC
96
Fast-DetectGPT WP-s (test)
100AUROC
42
Fast-DetectGPT WP-s (Claude3 Opus) 1.0 (test)
99.5AUPR
9
Fast-DetectGPT XSum Claude3 Opus 1.0 (test)
99.9AUPR
9
Fast-DetectGPT PubMed (Claude3 Opus) 1.0 (test)
96.7AUPR
9
Fast-DetectGPT WP-s GPT4 Turbo 1.0 (test)
99.8AUPR
9
Fast-DetectGPT XSum GPT4 Turbo 1.0 (test)
100AUPR
9
Fast-DetectGPT PubMed GPT4 Turbo 1.0 (test)
97.4AUPR
9
Fast-DetectGPT WP-s (GPT4) 1.0 (test)
98.7AUPR
9
Fast-DetectGPT XSum (GPT4) 1.0 (test)
98.7AUPR
9
Fast-DetectGPT PubMed (GPT4) 1.0 (test)
96.7AUPR
9
Fast-DetectGPT WP-s GPT3.5 Turbo 1.0 (test)
99.8AUPR
9
Fast-DetectGPT XSum (GPT3.5 Turbo) 1.0 (test)
99.9AUPR
9
Fast-DetectGPT PubMed (GPT3.5 Turbo) 1.0 (test)
96.9AUPR
9
Fast-DetectGPT Claude3 Sonnet, WP-s
99.7AUROC
9
Fast-DetectGPT Claude3 Sonnet, XSum
98.7AUROC
9
Fast-DetectGPT Claude3 Sonnet PubMed
0.964AUROC
9
Fast-DetectGPT Claude3 Haiku WP-s
99.8AUROC
9
Fast-DetectGPT Claude3 Haiku XSum
99.8AUROC
9
Fast-DetectGPT Claude3 Haiku PubMed
0.963AUROC
9
Fast-DetectGPT
10.97ASR
6
Fast-DetectGPT PubMed, XSum, WritingPrompts (test)
98.7AUROC (GPT-3.5T)
2