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Benchmarks
Classification on Rosbank
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0.872
AUC
EAFD
0.79504
0.81502
0.835
0.85498
Mar 16, 2026
AUC
Delta (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
Delta (%)
EAFD
Backbone=CoLES
2026.03
0.872
4.43
CAAFE
Backbone=CoLES, Additi...
2026.03
0.87
4.19
EAFD
Backbone=LLM4ES
2026.03
0.866
2
EAFD
Backbone=NTP
2026.03
0.865
8.4
Featuretools
Backbone=CoLES
2026.03
0.863
3.35
LLMFE
Backbone=CoLES, Additi...
2026.03
0.862
3.23
LLM4ES
2026.03
0.849
-
CAAFE
Backbone=CoLES, Additi...
2026.03
0.84
0.6
CoLES
2026.03
0.835
-
Agg Features
Backbone=CoLES
2026.03
0.832
-0.36
LLMFE
Backbone=CoLES, Additi...
2026.03
0.825
-1.2
NTP
2026.03
0.798
-
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