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Anomaly Detection on GECCO

94.65Affiliation-F

KANAD

Updated 8d ago

Evaluation Results

Method	Links
KANAD 2025.11		94.65	-	-	-	-	-	-	-	-	-
LSTMAE 2025.11		94.63	-	-	-	-	-	-	-	-	-
Autoformer 2025.11		94.26	-	-	-	-	-	-	-	-	-
MICN 2025.11		94.06	-	-	-	-	-	-	-	-	-
DLinear 2025.11		93.84	-	-	-	-	-	-	-	-	-
TimeMixer++ 2025.11		93.56	-	-	-	-	-	-	-	-	-
TimesNet 2025.11		93.42	-	-	-	-	-	-	-	-	-
ModernTCN 2025.11		93.31	-	-	-	-	-	-	-	-	-
CrossAD 2025.11		93.2	-	-	-	-	-	-	-	-	-
MICN 2025.11		91.41	-	-	-	-	-	-	-	-	-
W1-ACAS-F 2026.04		88.2	70.4	3	1.4	23.1	23.6	-	-	-	-
CNN* 2026.04		87.5	58.3	13.9	86	29.4	15.2	-	-	-	-
W1-ACAS-F 2026.04		86.4	74.2	3.4	2.6	23.7	24.1	-	-	-	-
W1-ACAS-H 2026.04		84.2	58.7	3.9	32	12.4	13.6	-	-	-	-
TimesNet 2025.11		84.17	-	-	-	-	-	-	-	-	-
OmniAnomaly* 2026.04		84	57.9	20.6	79.2	21.6	18.6	-	-	-	-
W1-ACAS-H 2026.04		83.5	60.6	4.4	31.6	11	12.7	-	-	-	-
TimeMixer++ 2025.11		79.36	-	-	-	-	-	-	-	-	-
USAD* 2026.04		77.2	56.1	35.3	64.3	3.8	9.1	-	-	-	-
ModernTCN 2025.11		56.46	-	-	-	-	-	-	-	-	-
DLinear 2025.11		45.49	-	-	-	-	-	-	-	-	-
Autoformer 2025.11		39.29	-	-	-	-	-	-	-	-	-
KANAD 2025.11		37.85	-	-	-	-	-	-	-	-	-
LSTMAE 2025.11		32.65	-	-	-	-	-	-	-	-	-
CrossAD 2025.11		31.15	-	-	-	-	-	-	-	-	-
AnomalyTrans 2025.01		-	-	-	-	-	10.14	34.98	60.6	27.35	61.66
DCdetector 2025.01		-	-	-	-	-	27.63	37.63	60.03	28.49	59.17
MEMTO 2025.01		-	-	-	-	-	39.68	50.74	56.07	39.3	56.55
ModernTCN 2025.01		-	-	-	-	-	38.08	43.75	53.14	39.11	53.03
SensitiveHUE 2025.01		-	-	-	-	-	33.34	49.54	56.64	30.66	57.23
MtsCID 2025.01		-	-	-	-	-	35.9	57.27	65.51	39.87	66.33
GDformer 2025.01		-	-	-	-	-	41.18	59.2	70.19	39.4	71.99