MLBench - Machine Learning Benchmark for Android

Rank	ID	Model	Version	Neural Net	Avg	Min	Load (ms)	NNAPI	Top1	Top5
5001	868	ONEPLUS A6000	1810252315 user Oct. 25, 2018, 3:58 p.m.	TFLite: MobileNet v2 1.0 192	14 ms 71.43 inf/sec	12 ms 83.33 inf/sec	357	True	0.62	0.92
5002	18584	RMX1931	1574198903 user Nov. 19, 2019, 9:28 p.m.	SNPE: Inception v3 DLC	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	36	True	0.75	0.90
5003	62751	SM-S918U	S918USQU1AWC8 user March 24, 2023, 2:50 a.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	14 ms 71.43 inf/sec	16	False	0.69	0.90
5004	18583	RMX1931	1574198903 user Nov. 19, 2019, 9:28 p.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	132	True	0.69	0.91
5005	48221	SM-G988B	G988BXXS6CUA8 user Jan. 14, 2021, 3:50 a.m.	TFLite: mnasnet	14 ms 71.43 inf/sec	12 ms 83.33 inf/sec	23	False	0.71	0.94
5006	54516	SM-G998U	G998USQU4BUKF user Nov. 22, 2021, 10:58 a.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	14 ms 71.43 inf/sec	17	False	0.69	0.91
5007	54515	SM-G998U	G998USQU4BUKF user Nov. 22, 2021, 10:58 a.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	14 ms 71.43 inf/sec	21	False	0.69	0.91
5008	9340	SM-G977U	G977UVRU1ASDT userdebug June 3, 2019, 12:10 a.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	12 ms 83.33 inf/sec	204	True	0.69	0.91
5009	44583	LM-G820N	21006183494d9 user Jan. 6, 2021, 9:31 a.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	14	False	0.69	0.91
5010	52872	SM-G981W	G981WVLS2DUH2 user Aug. 24, 2021, 6:38 a.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	32	False	0.69	0.91
5011	21947	SM-N9600	N9600ZHS4DTB1 user Feb. 5, 2020, 4:52 p.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	183	True	0.71	0.90
5012	18201	Pixel 3	5974827 user Oct. 29, 2019, 10:12 p.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	231	True	0.69	0.91
5013	48159	SM-G988B	G988BXXS6CUA8 user Jan. 14, 2021, 3:50 a.m.	TFLite: MobileNet v2 1.0 224	14 ms 71.43 inf/sec	9 ms 111.11 inf/sec	22	False	0.69	0.91
5014	18199	Pixel 3	5974827 user Oct. 29, 2019, 10:12 p.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	14 ms 71.43 inf/sec	450	True	0.69	0.91
5015	52852	SM-G960U	G960USQU7CSK6 user Nov. 27, 2019, 1:18 p.m.	TFLite: MobileNet v2 1.0 224	14 ms 71.43 inf/sec	12 ms 83.33 inf/sec	17	False	0.69	0.91
5016	31298	MI 8	eng.zenix.20200808.160123 user Aug. 8, 2020, 2:01 p.m.	TFLite: MobileNet v2 1.0 224	14 ms 71.43 inf/sec	12 ms 83.33 inf/sec	753	True	0.69	0.91
5017	65658	SM-S918U	S918USQU1BWK4 user Nov. 3, 2023, 10 a.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	14 ms 71.43 inf/sec	25	False	0.69	0.90
5018	21668	Pixel 4	5831595 user Aug. 27, 2019, 3:02 p.m.	TFLite: mnasnet	14 ms 71.43 inf/sec	12 ms 83.33 inf/sec	130	True	0.71	0.94
5019	51293	SM-G998B	G998BXXS3AUFD user June 20, 2021, 6:51 p.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	12 ms 83.33 inf/sec	20	False	0.69	0.91
5020	56652	LYA-L29	10.1.0.298C636 user July 31, 2020, 2:06 p.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	12 ms 83.33 inf/sec	19	False	0.69	0.91
5021	47860	SM-G988B	G988BXXS6CUA8 user Jan. 14, 2021, 3:50 a.m.	TFLite: MobileNet v2 1.0 224	14 ms 71.43 inf/sec	8 ms 125 inf/sec	11	False	0.69	0.91
5022	66376	SM-N960U1	N960U1UEU9FVG2 user July 21, 2022, 11:19 p.m.	TFLite: SSD MobileNet v1 quant	14 ms 71.43 inf/sec	11 ms 90.91 inf/sec	17	True	1	1
5023	2981	MI 9	V10.2.11.0.PFACNXM user Feb. 25, 2019, 11:27 a.m.	SNPE: Inception v3 DLC	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	29	True	0.70	0.89
5024	2980	SM-G975U	G975USQU1ASBA user Feb. 24, 2019, 4:56 a.m.	SNPE: Inception v3 DLC	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	29	True	0.72	0.89
5025	2979	MI 9	V10.2.11.0.PFACNXM user Feb. 25, 2019, 11:27 a.m.	SNPE: Inception v3 DLC	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	28	True	0.70	0.89
5026	2978	SM-G975U	G975USQU1ASBA user Feb. 24, 2019, 4:56 a.m.	SNPE: Inception v3 DLC	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	28	True	0.72	0.89
5027	58650	SM-N986U	N986USQS2FVC8 user March 29, 2022, 2:07 a.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	14 ms 71.43 inf/sec	20	False	0.69	0.91
5028	2950	MI 9	V10.2.11.0.PFACNXM user Feb. 25, 2019, 11:27 a.m.	TFLite: Inception v3 quant	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	1089	True	0.72	0.90
5029	37848	dolphin	202011131805 userdebug Nov. 13, 2020, 11:48 a.m.	TFLite: Inception v3 quant	14 ms 71.43 inf/sec	11 ms 90.91 inf/sec	22961	True	0.01	0.01
5030	63124	SM-S918N	S918NKSU1AWC8 user March 24, 2023, 1:04 a.m.	TFLite: MobileNet v1 quant 224	14 ms 71.43 inf/sec	14 ms 71.43 inf/sec	17	False	0.69	0.89
5031	7357	SM-G977U	G977UVRU1ASDV userdebug April 29, 2019, 12:32 p.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	137	True	0.69	0.91
5032	37761	M2006J10C	V12.0.10.0.QJNCNXM user Aug. 28, 2020, 12:38 p.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	14 ms 71.43 inf/sec	4836	True	0.69	0.91
5033	47714	SM-G988B	G988BXXS6CUA8 user Jan. 14, 2021, 3:50 a.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	12 ms 83.33 inf/sec	25	False	0.69	0.91
5034	44021	SM-N976N	N976NKSU1EUA3 user Jan. 13, 2021, 5:09 a.m.	PyTorch: MobileNet v2	14 ms 71.43 inf/sec	10 ms 100 inf/sec	56	False	0.66	0.89
5035	16604	SM-G975U1	G975U1UES2BSIV user Oct. 26, 2019, 6:58 a.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	13 ms 76.92 inf/sec	324	True	0.69	0.91
5036	37758	M2006J10C	V12.0.10.0.QJNCNXM user Aug. 28, 2020, 12:38 p.m.	TFLite: MobileNet v1 224	14 ms 71.43 inf/sec	14 ms 71.43 inf/sec	5290	True	0.69	0.91
5037	47632	SM-G988B	G988BXXS6CUA8 user Jan. 14, 2021, 3:50 a.m.	TFLite: mnasnet	14 ms 71.43 inf/sec	6 ms 166.67 inf/sec	17	False	0.71	0.94
5038	37359	SM-G988B	G988BXXU5BTJ3 user Oct. 13, 2020, 11:58 p.m.	TFLite: MobileNet v1 quant 224	14 ms 71.43 inf/sec	8 ms 125 inf/sec	104	True	0.68	0.89
5039	37356	SM-G988B	G988BXXU5BTJ3 user Oct. 13, 2020, 11:58 p.m.	TFLite: SSD MobileNet v1 quant	14 ms 71.43 inf/sec	12 ms 83.33 inf/sec	175	True	1	1
5040	43753	SM-N976N	N976NKSU1EUA3 user Jan. 13, 2021, 5:09 a.m.	PyTorch: MobileNet v2	14 ms 71.43 inf/sec	10 ms 100 inf/sec	27	False	0.66	0.89

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