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Benchmarks
LLM-generated content detection on Student Essay
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4.26
Stdev(F1 Score)
DSIPA (SDP)
4.1444
4.9247
5.705
6.4853
Apr 29, 2026
Stdev(F1 Score)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Stdev(F1 Score)
DSIPA (SDP)
variant=SDP
2026.04
4.26
R-Detect
2026.04
4.52
DSIPA (SDC)
variant=SDC
2026.04
4.71
Binoculars
2026.04
4.81
Fast-DetectGPT
2026.04
4.93
LogRank
2026.04
5.74
RAIDAR
2026.04
6.17
RoBERTa-base
model size=base
2026.04
6.18
Ghostbuster
2026.04
6.34
DetectGPT
2026.04
6.83
RoBERTa-large
model size=large
2026.04
6.92
GPT-Zero
2026.04
7.15
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