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Remaining Useful Life prediction on C-MAPSS

15.7RMSE (F1->F2)

DARE-GRAM

Updated 3d ago

Evaluation Results

Method	Links
DARE-GRAM 2025.12		15.7	36.32	30.03	17.44	30.46	31.47	21.23	22.19	24.56	20.95	24.5	15.97	24.24	4,438	8,765	8,267	740	4,057	9,819	2,139	7,053	3,675	1,569	2,944	566	4,503
TACDA 2025.12		19.39	23.16	30.38	13.11	21.86	26.82	18.9	19.72	20.46	19.06	19.54	15.51	20.66	2,183	1,678	10,563	298	1,901	5,948	834	4,770	2,422	966	4,564	799	3,077
SDAT 2025.12		20.03	39.18	34.85	17.94	35.92	31.74	23.9	32.11	23.16	19.81	20.53	17.22	26.37	2,343	5,490	19,432	762	10,000	10,587	2,460	27,984	4,399	1,241	2,793	844	7,361
DDC 2025.12		20.08	39.26	34.14	13.53	33.4	33.47	30.31	30.6	24.19	37.08	31.78	16.06	28.66	4,062	12,966	16,324	351	5,156	14,969	20,088	58,604	31,221	90,087	60,334	1,323	26,290
ADARUL 2025.12		20.26	21.73	31.16	13.31	28.98	33.08	24.33	24.02	21.68	26.41	25.66	15.02	23.8	3,624	1,753	11,788	330	3,815	16,077	6,250	31,462	7,062	14,645	35,174	754	11,061
Coral 2025.12		20.29	38.53	34.04	13.55	32.91	33.53	34.24	36.99	30.68	38.68	31.94	16.37	30.15	3,312	8,887	14,481	315	4,762	12,986	17,364	105,354	33,777	114,609	63,330	1,246	31,702
CADA 2025.12		20.42	38.61	31.29	13.44	33.58	35.26	20.39	20.85	22.03	20.26	18.62	14.34	24.09	4,156	10,540	12,050	321	5,484	19,766	1,856	16,760	4,134	1,755	4,949	913	6,890
Source 2025.12		20.62	54.12	36.8	15	34.91	37.65	38.31	46.1	31.44	37.66	32.98	19.25	33.74	5,454	26,074	20,782	536	4,892	19,796	4,991	72,309	40,770	99,469	62,301	2,461	29,986
WIDAN 2025.12		20.9	37.78	30.29	14.78	35.91	30.05	21.1	32.89	22.79	25.54	31.78	16.78	26.66	2,787	6,388	10,121	353	4,863	6,983	5,733	7,591	6,540	2,950	7,142	554	5,167
CLUDA 2025.12		44.36	39.17	44.71	40.07	39.17	44.71	40.09	44.45	44.72	40.14	44.38	39.19	42.1	22,351	5,869	18,270	6,000	5,963	18,655	5,797	30,091	20,506	6,602	29,771	7,100	14,748