Time Series Classification on UCR Archive Second Part (test)

96.99ItalyPowerDemand AccuracyTabPFN

Updated 1mo ago

Evaluation Results

Method
TabPFN2025.02	96.99	63.73	67.21	69.86	96.89	98.33	79.47	98.03	62.34	85.22	61.69	93.44	82.93	88.9	94.1	94.76	56.61	93.33	78.96	84.03	10.97	76	1.92	3.37	1.92	99.05	100	85.85	90.38	80.98	50.4	76	41.87	94.67	77.11	93.56	82	47.78	80.17	78.67	100	77.2	80.9	97.32	98.11	95.04	88.24	99	57.46	65.38	91	95.08	99.5	100	96.65	80.79	71.5	75.13	99.53	77.78	64.42	57.14	61.04	86.03	78.06	30
TabICL2025.02	96.31	69.6	70.49	73.97	94.84	93.33	80.79	98.03	62.99	83.51	62.34	92.99	87.67	87.94	92.72	94.05	59.5	90	56.61	86.13	13.61	74	15.38	25.48	17.31	99.05	100	83.9	92.44	82.93	49.33	64	41.07	88.67	56.89	83.33	74	50.56	79.17	76.27	100	67.22	82.79	97.18	98.38	94.56	89.45	98.33	66.67	81.54	98	92.54	90.32	93.75	96.29	79.84	71.64	73.79	99.59	72.22	59.72	55.84	57.14	86.53	77.07	24
TiRex2025.02	96.24	80.53	74.32	73.52	91.66	86.11	70.92	88.12	59.96	81.79	57.36	94.72	90.9	91.93	86.56	88.8	91.74	87.78	86.84	81.97	37.71	73.33	34.62	87.34	83.49	100	89.81	85.2	87.74	80.65	56.8	90	51.56	88.17	64.89	82.44	88	94.26	83.56	83.82	92.22	86.25	82.55	97.89	95.32	93.81	93.7	98.67	94.74	90.26	100	95.11	98.13	91.9	90.73	78.24	72.36	73.61	99.86	62.96	52.04	80.09	84.85	76.77	80.13	12
Chronos22025.02	95.59	87.29	72.68	65.3	90.16	93.33	72.46	89.27	55.84	87.17	57.14	94.27	90.19	93.32	82.95	86.75	89.53	85.56	85.91	83.49	39.36	68	33.33	80.61	67.31	100	94.07	85.69	87.06	79.84	55.02	87.33	48.71	89.06	62.59	82.59	86	100	88.39	83.73	92.89	66.28	84.75	98	94.32	93.81	97.45	99.33	92.4	87.69	100	93.09	90.8	99.31	92.29	80.36	73.44	74.64	98.5	87.04	57.11	76.62	81.39	81.62	80.02	15
Catch22+2025.02	95.37	81.69	73.22	76.71	95.55	92.22	77.37	95.97	59.52	81.1	58.44	93.06	88.27	88.18	88.77	90.91	68.32	84.44	87.52	82.52	32.16	69.33	23.72	89.1	51.28	100	99.44	84.72	86.48	80.33	54.93	62	52.71	92.72	86.15	88.37	84.67	97.04	82.06	83.02	98.67	83.97	88.35	97.02	93.33	91.15	96.18	99.22	85.53	78.46	100	85.84	99.35	93.98	94.54	80.62	72.48	75.19	99.88	63.58	63.9	72.29	81.82	82.89	79.69	14
MOMENT2025.02	94.82	73.42	78.69	73.52	91.64	92.22	71.4	86.43	56.49	85.8	57.79	91.66	85.06	88.95	88.63	91.04	75.21	88.89	73.93	82.25	29.38	58.67	10.74	53.69	44.07	99.68	94.07	83.41	86.03	81.14	54.93	83.33	42.84	77.78	42.52	65.04	84	95.93	83.22	71.11	95.78	85.41	82.79	97.68	95.68	92.11	93.77	95.78	93.13	84.62	99	94.85	91.58	98.38	91.62	79.38	71.39	73.39	98.78	75.31	61.86	73.59	80.09	83.69	77.89	2
TiConvNext2025.02	92.48	87.02	74.32	73.06	83.87	86.67	73.68	81.95	62.99	81.56	56.93	95.64	91.82	90.55	82.44	86.92	97.93	85.56	89.2	79.49	37.45	82	57.69	90.87	71.31	100	90.74	85.37	83.28	79.19	59.11	90	53.96	87.17	59.7	82.37	82.67	100	84.44	83.02	92.67	76.43	91.85	98.03	94.14	93.76	97.59	99.78	86.11	85.13	100	98.3	96.93	99.07	87.02	79.92	76.33	75.62	99.93	66.05	55.69	80.09	82.25	81.44	80.29	21
Mantis2025.02	92.48	76.62	72.68	72.15	88.87	91.11	75.22	95.13	58.01	83.39	53.25	94.67	91.57	93.1	86.4	88.67	93.53	86.67	81.87	82.4	36.41	78.67	49.04	93.43	89.74	100	96.48	82.93	86.71	82.11	56.36	82	45.96	91.39	73.11	83.41	93.33	95.93	87	83.73	95.11	82.31	92.2	98.06	95.95	95.47	96.98	99	95.47	88.21	100	99.56	98.19	98.15	88.48	81.3	75.72	75.87	99.44	80.86	61.81	75.76	81.82	84.8	81.95	28
TiViT-H2025.02	87.76	81.6	75.96	74.89	90.32	83.89	75.04	80.74	60.39	82.47	55.19	95.13	91.9	85.86	81.37	87.55	94.63	57.78	87.09	79.6	35.5	82	47.44	81.73	67.95	100	89.07	85.37	85.11	77.72	54.67	89.33	54.49	83.94	53.7	78.22	84.67	100	86.78	82.84	93.33	78.76	90.38	97.88	92.7	94.08	97.79	99.56	94.15	85.64	100	99.36	94.74	98.61	86.37	79.48	73.9	74.3	99.53	51.23	56.74	83.12	83.55	80.91	79.43	14
NuTime2025.02	87.37	75.56	67.76	65.75	83.11	92.78	71.32	91.72	60.61	78.92	52.81	93.81	90.8	94.81	78	81.75	80.03	70	77.65	77.66	29.13	66.67	34.78	93.59	82.85	100	93.33	85.04	83.73	81.46	53.69	65.33	50.58	85.61	67.56	76.22	91.33	92.04	83.94	81.96	87.33	80.92	83.91	97.9	93.6	92.21	93.87	97.22	84.36	73.85	99	91.66	85.02	93.52	88.82	81.25	73.91	75.18	99.35	70.99	53.03	72.29	78.35	82.07	77.32	7