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Benchmarks
Authorship Boundary Detection on RoFT chatgpt (leave-one-out cross-domain)
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0.52
Accuracy (Speeches)
Phi1.5 (GB)
0.11544
0.22047
0.3255
0.43053
Oct 31, 2024
Accuracy (Speeches)
Accuracy (Recipes)
Accuracy (New York Times)
Accuracy (Short Stories)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (Speeches)
Accuracy (Recipes)
Accuracy (New York Times)
Accuracy (Short Stories)
Phi1.5 (GB)
Pred.=Perpl., Context=...
2024.10
0.52
0.241
0.457
0.561
GigaCheck (DN-DAB-DETR)
Pred.=Text, Context=gl...
2024.10
0.5
0.328
0.545
0.636
Phi1.5 (LR)
Pred.=Perpl., Context=...
2024.10
0.412
0.211
0.452
0.515
RoBERTa
Pred.=Text, Context=gl...
2024.10
0.363
0.148
0.38
0.361
RoBERTa SEP
Pred.=Text, Context=gl...
2024.10
0.314
0.131
0.381
0.286
TLE TS Binary
Pred.=TLE, Context=20 tkn
2024.10
0.147
0.163
0.171
0.111
PHD TS multi
Pred.=PHD, Context=100...
2024.10
0.131
0.195
0.172
0.176
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