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Benchmarks
Anomaly Detection on ALOI ADBench (test)
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16
AP
XGBOD
4.04
7.145
10.25
13.355
Jan 16, 2026
AP
Updated 4d ago
Evaluation Results
Method
Method
Links
AP
XGBOD
Feature Space=RD
2026.01
16
OC-NCE
Feature Space=HC
2026.01
5.6
SB-NCE
Feature Space=HC
2026.01
5.5
DSAD
Feature Space=RD
2026.01
5.4
DSAD
Feature Space=HC
2026.01
5.4
DSAD
Feature Space=AB
2026.01
5.4
SB
Feature Space=HC
2026.01
5.4
OC
Feature Space=HC
2026.01
5.2
OC
Feature Space=AB
2026.01
5.2
SB
Feature Space=AB
2026.01
5
SB-NCE
Feature Space=AB
2026.01
5
OC
Feature Space=RD
2026.01
4.8
OC-NCE
Feature Space=AB
2026.01
4.8
SB
Feature Space=DB
2026.01
4.7
SB-NCE
Feature Space=DB
2026.01
4.7
IMBoost
2026.01
4.7
SB
Feature Space=RD
2026.01
4.5
SB-NCE
Feature Space=RD
2026.01
4.5
OC-NCE
Feature Space=RD
2026.01
4.5
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