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Benchmarks
Data Contamination Detection on DETCON Code Generation
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71.5
Accuracy
CDD
47.476
53.713
59.95
66.187
Feb 24, 2024
Accuracy
F1 Score
AUC
Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
AUC
Average Score
CDD
2024.02
71.5
69.4
76.1
72.4
Min-k% Prob
2024.02
56.3
52.4
56.5
55
N-gram
level=token-level
2024.02
54.1
30.2
-
42.2
LLM Decontaminator
note=needs additional...
2024.02
53.5
57.8
-
55.6
Embedding similarity
2024.02
52.4
56.9
57.1
55.4
Perplexity
2024.02
51.3
59.3
49.1
53.2
N-gram
level=char-level
2024.02
48.4
59.3
-
53.8
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