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Multivariate Time Series Classification on UEA Multivariate Time Series Classification Archive

99AWR Accuracy

ResNet + GTA

Updated 4d ago

Evaluation Results

Method	Links
ResNet + GTA 2023.02		99	-	33.3	100	99.5	98.6	68	51.9	98.6	87.8	33.5	56.4	59	44.6	53.8	80	62.4	99.5	83.9	69.1	66	97.8	77.5	99	33.6	92.1	90.4	61.1	99.8	46.7	79.4	74.1	8.7
InceptionTime + TPS 2023.02		99	-	46.7	100	100	100	70	65.6	97.1	93.3	34.2	65.3	64	45.9	58.7	78	69.4	99.2	90.6	56.9	64	96.7	81.5	99.1	34.1	91.4	87.7	58.9	100	60	90.6	76.6	6.2
InceptionTime + PE 2023.02		99	-	40	100	99.9	98.6	66	94.7	98.6	95.6	35.4	65.2	58	48.6	55.8	77.6	69.4	98.6	88.9	62.5	56	96.1	81.5	98.9	33.6	90.1	89.4	57.2	99.5	46.7	89.7	76.4	4.9
InceptionTime + GTA + TPS 2023.02		99	-	53.3	100	99.8	100	66	93.1	97.1	97.1	33.8	65.4	65.4	47.3	56.7	78.5	69.1	98.6	89.4	66.5	65.8	94.4	78	99.1	32.6	90.8	90.1	59.4	99.8	46.7	90	77.4	-
OC-CNN 2023.02		98.8	-	23.3	100	99.8	99.3	54	41.4	98	88.1	24	57.5	56.8	44.3	66.8	48.9	66.7	99.1	95	41.3	53.5	96.8	76	98.5	29.9	87.7	83.5	53.2	99.7	38.3	92.7	70.4	10.3
Tap-Net 2023.02		98.7	-	33.3	100	99.7	95.8	57.5	48.9	97.1	13.3	32.3	55.6	53	37.8	35.7	75.1	20.8	96.5	85	56.8	59	93.9	75.1	98	17.5	86.8	65.2	55	98.3	40	89.4	65.7	13.2
SN 2023.02		98.7	-	40	100	98	98.6	72.5	87.8	98.7	13.3	31.2	60.2	58	33.8	45.1	75.6	25	98.4	85.6	59	61	88.3	75.1	97.7	29.8	88.2	78.2	57.8	97.5	53.3	90.6	69.9	10.6
FCN + GTA 2023.02		98.7	-	40	100	99.5	100	74	51.1	97.1	87	32.7	59.7	57	45.9	48.2	80.5	66.5	99.7	95	47.7	66	98.9	78.6	99.2	29.2	89.5	92.8	59.4	99.9	53.3	85.9	74.4	7.1
FCN + PE 2023.02		98.7	-	46.7	100	99.6	100	76	60.3	98.6	86.3	35	55.6	62	43.2	39.3	78.5	62.8	98.9	82.2	67.3	55	98.9	79.2	99.1	30.5	90.8	89.1	61.1	99.4	60	74.7	74.3	11
InceptionTime + GTA 2023.02		98.5	-	40	100	99.9	100	66.7	76.3	97.3	91.7	32.1	63.6	58	48.6	57.1	77.1	69.3	98.7	88.3	55.9	64.3	95.9	80	99	34.1	90.1	84.6	57.6	99.7	37.8	90.5	75.1	4.2
XCM 2023.02		98.3	-	46.7	100	99.5	100	70	43.5	99.3	13.3	34.6	63.9	60	44.6	41.2	77.6	10.5	98.6	84.4	61.2	54	97.8	99.1	75.7	22.5	89.5	87.8	54.4	99.5	40	89.4	68.6	9.3
FCN 2023.02		98.3	-	40	100	99.3	98.6	69	54.7	96.7	89.8	32.1	56.5	58.5	40.5	39.5	77.8	66	98.9	81.7	51.1	57	97.5	99	62.1	28.6	88.8	85.5	56.4	99.3	36.7	79.8	71.3	6.4
ResNet 2023.02		98.3	-	40	100	99.3	98.6	67	50.6	97.1	83.5	30	54.2	57.5	41.2	53.1	75.9	62.2	98.2	83.1	68.5	58	96.9	98.9	41.3	33.7	87.2	87.4	56.4	99.7	46.7	71.6	71.2	6.3
ResNet + TPS 2023.02		98.3	-	40	100	99.3	98.6	68	50.4	97.8	82.2	33.8	56.3	64	44.6	44.2	76.6	60	98.9	88.9	65.2	63	95.6	99.1	80.3	31.7	90.8	89.4	60.6	99.2	46.7	75.6	73.3	7.9
ResNet + PE 2023.02		98.3	-	46.7	100	99.5	98.6	72	51.9	98.6	83	32.7	55.9	55	43.2	43.4	77.1	60.3	99.2	89.4	67.9	64	97.8	76.3	99.1	30.6	93.4	88.7	58.3	99.8	53.3	74.1	73.6	7.4
DA-Net 2023.02		98	-	46.7	92.5	99.8	86.1	52.1	48.9	83.3	87.4	33.8	64.8	51	36.5	15.9	62.4	56.7	93.8	80	56	50	87.8	86.7	98	9.3	80.3	92.4	56.1	95	40	83.3	67.5	13
FCN + TPS 2023.02		98	-	40	100	99.1	98.6	78	60.3	98.6	83.7	35.4	56	64	47.3	41.9	78.5	63.6	98.9	78.9	66.4	63	99.4	99.2	78.6	30.7	92.8	88.4	60	99.3	66.7	82.5	74.9	7