Table 21: Multi-scale analysis of Scale-teaching using UCR 128 archive with Asym  ${50}\%$  noisy labels.
ID	Dataset	fine	medium	coarse	a_t_b_f	a_f_b_t	a_t_b_t	b_t_c_f	b_f_c_t	b_t_c_t	c_t_a_f	c_t_a_t	c_t_a_t
1	ACSF1	0.4380	0.5400	0.5000	0	10	44	6	2	48	7	1	43
2	Adiac	0.0179	0.1857	0.2517	2	68	5	1	26	72	93	2	5
3	AllGestureWimoteX	0.3714	0.4643	0.4683	31	96	229	16	19	309	99	31	229
4	AllGestureWimoteY	0.3514	0.4494	0.4603	32	101	214	13	21	302	115	39	207
5	AllGestureWimoteZ	0.3429	0.4494	0.4829	20	94	220	17	41	297	127	29	211
6	ArrowHead	0.3531	0.3760	0.3920	13	17	48	1	4	65	20	13	48
7	BME	0.4867	0.5000	0.4933	0	2	73	2	1	73	2	1	72
8	Beef	0.2000	0.2000	0.2333	1	1	5	0	1	6	2	1	5
9	BeetFly	0.4000	0.4500	0.4000	2	3	6	3	2	6	0	0	8
10	BirdChicken	0.8000	0.8000	0.7500	0	0	16	1	0	15	0	1	15
11	CBF	0.7727	0.9398	0.9422	42	192	653	2	4	844	194	41	654
12	Car	0.4000	0.4433	0.4400	4	7	20	5	4	22	9	7	17
13	Chatinatown	0.5681	0.6841	0.6725	10	50	186	16	12	220	58	22	174
14	ChlorineConcentration	0.5141	0.5090	0.5110	198	178	1776	15	23	1940	195	207	1767
15	CinCECGTorso	0.3372	0.3342	0.3290	114	109	352	28	21	433	119	131	335
16	Coffee	0.5357	0.5357	0.5357	0	0	15	0	0	15	0	0	15
17	Computers	0.5120	0.4976	0.4880	7	3	121	3	1	121	3	9	119
18	CricketX	0.2744	0.3431	0.3585	10	37	97	12	18	122	52	19	88
19	CricketY	0.2525	0.2487	0.2477	32	62	67	14	20	116	78	42	57
20	CricketZ	0.2525	0.2548	0.2548	9	71	75	11	10	108	71	17	67
21	CricketZ	0.4823	0.5471	0.5557	578	1666	7525	358	503	8833	1956	724	7380
22	DistortionSizeReduction	0.5850	0.5850	0.5850	0	0	179	0	0	179	0	0	179
23	DistalPhalanxOutlineAgeGroup	0.4676	0.4676	0.4676	0	0	65	0	0	65	0	0	65
24	DistalPhalanxOutlineCorrect	0.6043	0.5942	0.5964	7	4	160	1	2	163	6	8	159
25	DistalPhalanxTW	0.6691	0.6921	0.6403	6	9	87	8	1	88	10	14	79
26	DodgerLoopDay	0.2325	0.3500	0.3350	1	10	18	2	1	26	8	0	18
27	DodgerLoopGame	0.5623	0.7362	0.7478	7	31	70	2	3	100	34	8	69
28	DodgerLoopWeekend	0.7826	0.8261	0.6783	73	241	734	68	77	908	272	94	713
29	ECG200	0.6280	0.6360	0.6100	0	1	63	4	1	60	2	4	59
30	ECG5000	0.8978	0.8909	0.8918	51	20	3989	5	9	4004	23	50	3990
31	ECGFiveDays	0.5029	0.5145	0.5419	11	11	432	51	75	392	85	51	382
32	EOGHorizontalSignal	0.3354	0.4006	0.4232	13	37	108	9	17	136	40	8	113
33	EOGVerticalSignal	0.3033	0.3271	0.3481	11	20	99	6	14	112	31	15	95
34	Earthquakes	0.7482	0.7482	0.7482	0	0	104	0	0	104	0	0	104
35	ElectricDevices	0.6258	0.5982	0.5976	334	121	4492	126	122	4486	210	428	4398
36	EthanolLevel	0.2480	0.3632	0.4076	107	164	17	16	38	166	190	110	14
37	FaceAll	0.4463	0.4531	0.4574	48	60	706	35	42	731	79	61	694
38	FaceFour	0.4545	0.4614	0.5773	2	3	38	3	14	37	14	3	37
39	FacesUCR	0.3937	0.4758	0.4802	73	241	734	68	77	908	272	94	713
40	FiftyWords	0.1934	0.5013	0.5090	5	49	83	14	23	118	63	10	78
41	Fish	0.1371	0.3406	0.4457	5	41	19	1	19	59	60	6	18
42	FordA	0.8623	0.8608	0.8659	14	12	1124	5	12	1131	24	19	1119
43	FordB	0.5914	0.5916	0.6020	6	7	473	2	10	477	15	7	472
44	FreezerRegularTrain	0.7446	0.7595	0.7544	21	64	2101	46	31	2119	69	41	2081
45	FreezerSmallTrain	0.5000	0.4947	0.4996	17	2	1408	3	17	1407	0	1	1424
46	Fungi	0.1022	0.3226	0.2903	9	50	10	26	20	34	42	7	12
47	GestureMidAirD1	0.1692	0.3385	0.4323	2	24	20	6	18	38	39	5	17
48	GestureMidAirD2	0.1462	0.2785	0.2846	1	18	18	8	9	28	22	4	15
49	GestureMidAirD3	0.1154	0.1385	0.1538	2	5	13	3	5	15	8	3	12
50	GesturePebbleZ1	0.3605	0.2942	0.2988	19	8	43	3	3	48	10	21	41
51	GesturePebbleZ2	0.5190	0.5013	0.4899	13	10	69	5	4	74	8	13	69
52	GunPoint	0.5067	0.5933	0.5667	0	13	76	4	0	85	9	0	76
53	GunPointAgeSpan	0.5057	0.4937	0.5671	33	29	127	2	25	154	30	11	149
54	GunPointMaleVersusFemale	0.8544	0.8165	0.8165	12	0	258	0	0	258	0	12	258
55	GunPointOldVersusYoung	0.5000	0.9524	0.8279	15	0	300	48	9	252	0	54	261
56	Ham	0.5143	0.5524	0.5143	2	6	52	6	2	52	0	0	54
57	HandOutlines	0.6589	0.6097	0.5865	37	19	206	26	17	200	36	63	181
58	Haptics	0.2292	0.3325	0.3162	30	62	40	8	3	94	60	34	37
59	Herring	0.4062	0.4531	0.4375	1	4	25	2	1	27	3	1	25
60	HouseTwenty	0.8756	0.9076	0.9076	4	8	100	1	1	107	8	4	100
61	InlineState	0.1022	0.3226	0.2903	9	50	10	26	20	34	42	7	12
62	InsectEPGVerticalTrain	0.10000	0.10000	0.1000	0	0	249	0	0	249	0	0	249
63	InsectEPGSmallTrain	0.5606	0.5261	0.3574	14	5	126	42	0	89	5	56	84
64	InsectWingbeatSound	0.1376	0.2653	0.2631	70	323	202	109	105	416	351	103	170
65	ItalyPowerDemand	0.8707	0.8688	0.8698	16	14	880	5	6	889	18	19	877
66	LargeKitchenAppliances	0.5960	0.6560	0.6560	19	5	205	4	2	2066	6	22	206
67	Lighting2	0.2577	0.3651	0.4049	4	2	36	2	1	36	2	5	35
68	Lighting7	0.4247	0.4110	0.4164	6	5	25	0	0	30	5	6	25
69	Mallat	0.2473	0.4583	0.4443	199	693	381	56	23	1018	678	216	364
70	Meat	0.5700	0.6167	0.5833	0	3	34	2	0	35	1	0	34
71	MedicalImages	0.4997	0.5987	0.5966	23	98	357	20	19	435	105	32	348
72	MelbournePedestrian	0.6867	0.6840	0.6741	24	18	1658	31	7	1643	50	64	26
73	MiddlePhalanxOutlineAgeGroup	0.1883	0.1623	0.1792	5	1	24	25	0	239	6	7	22
74	MiddlePhalanxOutlineCorrect	0.5704	0.5883	0.6014	0	5	166	1	5	170	10	1	165
75	MiddlePhalanxTW	0.5675	0.4727	0.4740	22	8	65	1	1	72	8	22	65
76	MixedShapesRegularTrain	0.6712	0.6626	0.6609	85	64	1543	26	22	1581	82	107	1521
77	MixedShapesSmallTrain	0.2851	0.3651	0.4049	15	209	676	28	125	857	332	42	649
78	MoteStrain	0.4609	0.4609	0.4609	0	0	577	0	0	577	0	0	577
79	NonInvasiveFetalECGThorax1	0.0244	0.4365	0.4565	191	877	47
80	NonInvasiveFetalECGThorax2	0.0461	0.4595	0.5502	1	813	90	20	198	8833	992	1	90
81	OSULeaf	0.7545	0.7248	0.7289	9	1	174	4	571	22
82	OliveOil	0.4000	0.4333	0.4000	1	21	11	10	12	2
83	PLAID	0.2127	0.1534	0.1844	48	16	66	23	40	59
84	PhalangesOutlinesCorrect
85	PhalangesSmallCorrect
86	Phingement
87	PickupGestureWimoteZ
88	PickupGestureWimoteZ
89	PickleArtPressure
90	PickleArtPressure
91	PickleArtPressure
92	ShapeAll
93	SmallKitchenAppliances
94	SmoothSubphase
95	RefrigerationDevices
96	Rock
97	ScreenType
98	SemigHandGenderCh2
99	SemigHandMovementCh2
100	SemigHandSubjectCh2
101	ShakeGestureWimoteZ
102	ShapeCVP
103	ShaplesAll
104	SmallKitchenAppliances
105	SmoothSubphase
106	SmoothSubphase
107	SmoothSubphase
108	StarLightCurves
109	Strawberry
110	SwedishLeaf
111	Symbols
112	SymbolicControl
113	SymbolSegmentation1
114	Wafer
115	WordSynonyms
116	WordTwoClass