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Tabular Anomaly Detection on Pima

0.7818AUC ROC

LLM-DAS

0.419880.513840.60780.70176Oct 4, 2025Oct 25, 2025Nov 15, 2025Dec 6, 2025Dec 27, 2025Jan 17, 2026Feb 8, 2026
Updated 19d ago

Evaluation Results

MethodLinks
2025.10
0.7818-
2025.10
0.7651-
2026.02
0.765-
2026.02
0.7639-
2025.10
0.7639-
2026.02
0.758-
2025.10
0.7553-
2025.12
0.7538-
2026.02
0.7511-
2025.12
0.7486-
2026.02
0.743-
2026.02
0.736-
2026.02
0.7348-
2025.10
0.7348-
2025.12
0.7340.566
2026.02
0.726-
2026.02
0.7198-
2025.12
0.718-
0.7163-
0.7163-
2026.02
0.715-
2026.02
0.7133-
2026.02
0.7133-
2025.10
0.7133-
2025.10
0.7133-
2026.02
0.712-
2026.02
0.708-
2026.02
0.706-
2025.10
0.6913-
2025.12
0.6884-
2025.12
0.6850.58
2025.12
0.6839-
2026.02
0.6807-
2026.02
0.6788-
2025.10
0.6788-
2025.10
0.6783-
2026.02
0.675-
2026.02
0.6737-
2025.10
0.6737-
2026.02
0.6727-
2025.10
0.6727-
2026.02
0.6723-
2025.10
0.6723-
2026.02
0.667-
2026.02
0.664-
2025.10
0.663-
2026.02
0.654-
2025.10
0.654-
2025.12
0.6536-
2025.12
0.650.515
2025.12
0.6434-
2025.12
0.6391-
2026.02
0.617-
2025.12
0.6154-
2025.12
0.6146-
2025.12
0.6116-
2025.12
0.6091-
2025.12
0.5984-
2025.12
0.5965-
2025.12
0.5941-
2025.12
0.5938-
2026.02
0.591-
2026.02
0.5834-
2025.10
0.5834-
2025.12
0.5805-
2025.12
0.5801-
2026.02
0.575-
2025.12
0.5748-
2025.12
0.5502-
2026.02
0.4338-
2026.03
-0.6856
2026.03
-0.7181
2026.03
-0.7194
2026.03
-0.6707
2026.03
-0.7122
2026.03
-0.7062
2026.03
-0.6887
2026.03
-0.721
2026.03
-0.6856
2026.03
-0.7037
2025.10
-0.7008
2025.10
-0.7098
2025.10
-0.697
2025.10
-0.7008
2025.10
-0.6662
2025.10
-0.5877
2025.10
-0.7165
-0.7174
2025.10
-0.6965
2025.10
-0.6798
2025.10
-0.7389
2025.10
-0.7527
2025.10
-0.7449
2025.10
-0.677
2025.10
-0.674
2025.10
-0.7509
2025.10
-0.7912