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Sequence Classification on Breast Cancer dataset

86.8Accuracy

CGR-Rips

Updated 4d ago

Evaluation Results

Method	Links
CGR-Rips 2025.12		86.8	83.3	86.8	84	44.4	67.3
FCGR 2025.12		86.3	83.1	86.3	84.4	49	67.7
CGR-Rips 2025.12		85.8	84.5	85.8	84.7	44.6	69.1
CGR-Rips 2025.12		85.8	85.6	85.8	85	46.4	70.9
CGR-Rips 2025.12		84.2	82.7	84.2	82.8	45	69.7
Auto-Encoder 2025.12		83.2	80.2	83.2	80.4	43.1	64.5
FCGR 2025.12		83.1	73.5	83.1	77.9	32.9	58.6
CGR-Rips 2025.12		82.6	82	82.6	81.5	42.5	69.1
FCGR 2025.12		80.3	68.4	80.3	72	24.3	50.9
FCGR 2025.12		80	64	80	71.1	22.2	50
FCGR 2025.12		80	64.2	80	71.2	22.2	50.1
RandomCGR 2025.12		80	64	80	71.1	22.2	50
RandomCGR 2025.12		80	64	80	71.1	22.2	50
RandomCGR 2025.12		80	64	80	71.1	22.2	50
RandomCGR 2025.12		80	64	80	71.1	22.2	50
CGR-Rips 2025.12		80	76.9	80	77.1	35.3	69.7
WDGRL 2025.12		79.4	71.5	79.4	73	27	51.8
RandomCGR 2025.12		79.2	63.8	79.2	70.7	22.1	49.7
Spike2CGR 2025.12		78.3	61.3	78.3	68.7	21.9	50
Spike2CGR 2025.12		78.3	61.2	78.3	68.7	21.9	50
Spike2CGR 2025.12		78.3	61.2	78.3	68.7	21.9	50
Spike2CGR 2025.12		77	55.9	77	65.4	19.8	50
Spike2CGR 2025.12		76.5	65	76.5	65	20	50
SeqVec 2025.12		67.4	81.9	67.4	72.5	38.9	65.1
OHE 2025.12		60.9	85.3	60.9	67.6	39.5	67.8
Minimizer 2025.12		57.7	80.7	57.7	63.5	33.2	61.6
CGR-Rips 2025.12		51.1	56.1	51.1	53.3	18	43
Spaced k-mer 2025.12		27.6	46	27.6	25.3	21.6	55.9
Spike2Vec 2025.12		24.1	29.8	24.1	21.2	20	55
PWM2Vec 2025.12		19.9	80.8	19.9	22.1	19	54.1
FCGR 2025.12		11.6	1.3	11.6	2.4	5.2	50
Spike2CGR 2025.12		11.6	1.1	11.6	2.2	5	50
RandomCGR 2025.12		9.5	1.1	9.5	1	9.5	50
FCGR 2025.12		8.9	0.8	8.9	1.4	4.1	50
Spike2CGR 2025.12		8.5	0.5	8.5	0.9	0.8	50
RandomCGR 2025.12		2.8	0.2	2.8	0.4	2.7	50