MLBench
Rank Manufacturer Product Hardware Board Android Version Score
1412 761 Huawei SEA-AL10 kirin980 SEA 10 Feb. 12, 2021, 8:29 a.m.
11.0.0.134C00 user
Jan. 12, 2021, 10:21 a.m.
115537'TFLite: MobileNet v1 224':{'score':27983, 'images':30,'time':1460, avg':47,'min':46,'max':58,'load':91,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':24074, 'images':30,'time':2585, avg':50,'min':58,'max':115,'load':103,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':37299, 'images':30,'time':1083, avg':23,'min':35,'max':40,'load':65,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':14147, 'images':30,'time':8273, avg':170,'min':272,'max':282,'load':373,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':12034, 'images':30,'time':12761, avg':251,'min':417,'max':448,'load':515,'acc1':0.680000,'acc5':0.886667},
340 762 Samsung SM-N960F samsungexynos9810 universal9810 9 June 17, 2019, 2:42 p.m.
N960FXXU2CSDE user
April 16, 2019, 2:19 a.m.
115550'TFLite: MobileNet v1 224':{'score':26106, 'images':30,'time':1852, avg':54,'min':47,'max':74,'load':2164,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':30093, 'images':30,'time':1384, avg':32,'min':41,'max':55,'load':9768,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':21535, 'images':30,'time':3242, avg':69,'min':102,'max':135,'load':6799,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':16632, 'images':30,'time':6794, avg':123,'min':191,'max':277,'load':9496,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':21184, 'images':30,'time':4334, avg':81,'min':135,'max':165,'load':8037,'acc1':0.680000,'acc5':0.886667},
1014 763 Huawei ELE-AL00 kirin980 ELE 10 May 13, 2020, 11:14 a.m.
10.1.0.118C00 user
March 31, 2020, 4:17 p.m.
115754'TFLite: MobileNet v1 224':{'score':27406, 'images':30,'time':1510, avg':49,'min':48,'max':54,'load':136,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':27259, 'images':30,'time':2273, avg':39,'min':42,'max':138,'load':75,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':35776, 'images':30,'time':1209, avg':25,'min':38,'max':49,'load':133,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':13489, 'images':30,'time':10008, avg':187,'min':291,'max':411,'load':1728,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':11824, 'images':30,'time':13215, avg':260,'min':432,'max':454,'load':901,'acc1':0.680000,'acc5':0.886667},
1035 764 Xiaomi Redmi Note 8T qcom willow 9 June 8, 2020, 5:05 p.m.
V11.0.9.0.PCXEUXM user
May 22, 2020, 1:58 p.m.
115821'TFLite: MobileNet v1 224':{'score':20623, 'images':30,'time':2476, avg':80,'min':78,'max':98,'load':585,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':56939, 'images':30,'time':334, avg':7,'min':10,'max':16,'load':425,'acc1':0.583333,'acc5':0.816667}, 'TFLite: mnasnet':{'score':24925, 'images':30,'time':2112, avg':44,'min':66,'max':86,'load':327,'acc1':0.611111,'acc5':0.855556}, 'TFLite: resnet v2 50':{'score':4277, 'images':30,'time':82402, avg':1658,'min':2630,'max':2845,'load':4743,'acc1':0.641667,'acc5':0.858333}, 'TFLite: Inception v3':{'score':9057, 'images':30,'time':20446, avg':405,'min':674,'max':694,'load':2092,'acc1':0.660000,'acc5':0.873333},
312 765 Xiaomi POCOPHONE F1 qcom sdm845 9 June 6, 2019, 10:54 p.m.
9.5.30 user
May 29, 2019, 5:28 p.m.
115852'TFLite: MobileNet v1 224':{'score':15266, 'images':30,'time':5581, avg':146,'min':107,'max':534,'load':555,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':67371, 'images':30,'time':241, avg':5,'min':6,'max':11,'load':616,'acc1':0.583333,'acc5':0.816667}, 'TFLite: mnasnet':{'score':16058, 'images':30,'time':9321, avg':106,'min':109,'max':1162,'load':190,'acc1':0.611111,'acc5':0.855556}, 'TFLite: resnet v2 50':{'score':8741, 'images':30,'time':35656, avg':397,'min':498,'max':4890,'load':3964,'acc1':0.641667,'acc5':0.858333}, 'TFLite: Inception v3':{'score':8416, 'images':30,'time':41942, avg':469,'min':660,'max':5577,'load':5166,'acc1':0.660000,'acc5':0.873333},
905 766 Xiaomi Redmi Note 8T qcom willow 9 Feb. 27, 2020, 8:57 p.m.
V11.0.3.0.PCXEUXM user
Dec. 29, 2019, 3:08 p.m.
115861'TFLite: MobileNet v1 224':{'score':20370, 'images':30,'time':2548, avg':82,'min':81,'max':92,'load':656,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':56939, 'images':30,'time':336, avg':7,'min':10,'max':14,'load':547,'acc1':0.583333,'acc5':0.816667}, 'TFLite: mnasnet':{'score':25213, 'images':30,'time':2131, avg':43,'min':63,'max':91,'load':302,'acc1':0.611111,'acc5':0.855556}, 'TFLite: resnet v2 50':{'score':4305, 'images':30,'time':81500, avg':1636,'min':2593,'max':2821,'load':4724,'acc1':0.641667,'acc5':0.858333}, 'TFLite: Inception v3':{'score':9034, 'images':30,'time':20651, avg':407,'min':677,'max':716,'load':1992,'acc1':0.660000,'acc5':0.873333},
818 767 Xiaomi Redmi Note 8 qcom ginkgo 9 Jan. 19, 2020, 4:23 p.m.
V11.0.4.0.PCOMIXM user
Jan. 2, 2020, 2 p.m.
115995'TFLite: MobileNet v1 224':{'score':20754, 'images':30,'time':2439, avg':79,'min':77,'max':87,'load':563,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':56939, 'images':30,'time':335, avg':7,'min':10,'max':13,'load':365,'acc1':0.583333,'acc5':0.816667}, 'TFLite: mnasnet':{'score':24925, 'images':30,'time':2092, avg':44,'min':66,'max':80,'load':309,'acc1':0.611111,'acc5':0.855556}, 'TFLite: resnet v2 50':{'score':4264, 'images':30,'time':82798, avg':1668,'min':2648,'max':2851,'load':4908,'acc1':0.641667,'acc5':0.858333}, 'TFLite: Inception v3':{'score':9113, 'images':30,'time':20202, avg':400,'min':666,'max':688,'load':1966,'acc1':0.660000,'acc5':0.873333},
817 768 Xiaomi Redmi Note 8 qcom ginkgo 9 Jan. 19, 2020, 3:56 p.m.
V11.0.4.0.PCOMIXM user
Jan. 2, 2020, 2 p.m.
116074'TFLite: MobileNet v1 224':{'score':20886, 'images':30,'time':2420, avg':78,'min':77,'max':88,'load':335,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':56939, 'images':30,'time':343, avg':7,'min':10,'max':14,'load':348,'acc1':0.583333,'acc5':0.816667}, 'TFLite: mnasnet':{'score':24925, 'images':30,'time':2142, avg':44,'min':65,'max':79,'load':317,'acc1':0.611111,'acc5':0.855556}, 'TFLite: resnet v2 50':{'score':4267, 'images':30,'time':82892, avg':1666,'min':2643,'max':2837,'load':4973,'acc1':0.641667,'acc5':0.858333}, 'TFLite: Inception v3':{'score':9057, 'images':30,'time':20411, avg':405,'min':675,'max':698,'load':1935,'acc1':0.660000,'acc5':0.873333},
706 769 Xiaomi Mi MIX 2 qcom msm8998 8.0.0 Nov. 19, 2019, 4 p.m.
V10.3.5.0.ODEMIXM user
May 28, 2019, 3:58 a.m.
116164'TFLite: MobileNet v1 224':{'score':22152, 'images':30,'time':2472, avg':75,'min':68,'max':102,'load':168,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':41288, 'images':30,'time':909, avg':17,'min':19,'max':50,'load':44,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':29408, 'images':30,'time':1819, avg':37,'min':55,'max':73,'load':137,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':12915, 'images':30,'time':11926, avg':204,'min':310,'max':492,'load':1203,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':10401, 'images':30,'time':17731, avg':336,'min':554,'max':713,'load':1469,'acc1':0.680000,'acc5':0.886667},
491 770 Samsung SM-G965F samsungexynos9810 universal9810 9 Aug. 15, 2019, 4:59 p.m.
G965FXXU6CSG8 user
July 15, 2019, 10:57 p.m.
116333'TFLite: MobileNet v1 224':{'score':27406, 'images':30,'time':1667, avg':49,'min':43,'max':76,'load':2927,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':33386, 'images':30,'time':1264, avg':26,'min':32,'max':57,'load':10375,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':22187, 'images':30,'time':3122, avg':65,'min':96,'max':123,'load':7241,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':16632, 'images':30,'time':6588, avg':123,'min':192,'max':270,'load':11704,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':16722, 'images':30,'time':6990, avg':130,'min':215,'max':279,'load':12921,'acc1':0.680000,'acc5':0.886667},
964 771 Xiaomi Redmi Note 8 qcom ginkgo 9 April 7, 2020, 7:27 a.m.
V11.0.8.0.PCOMIXM user
March 18, 2020, 4:54 p.m.
116420'TFLite: MobileNet v1 224':{'score':20496, 'images':30,'time':2515, avg':81,'min':79,'max':93,'load':613,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':56939, 'images':30,'time':346, avg':7,'min':10,'max':21,'load':440,'acc1':0.583333,'acc5':0.816667}, 'TFLite: mnasnet':{'score':25213, 'images':30,'time':2060, avg':43,'min':65,'max':74,'load':303,'acc1':0.611111,'acc5':0.855556}, 'TFLite: resnet v2 50':{'score':4636, 'images':30,'time':81769, avg':1411,'min':2142,'max':2864,'load':4917,'acc1':0.641667,'acc5':0.858333}, 'TFLite: Inception v3':{'score':9136, 'images':30,'time':20082, avg':398,'min':664,'max':679,'load':1942,'acc1':0.660000,'acc5':0.873333},
705 772 Xiaomi Mi MIX 2 qcom msm8998 8.0.0 Nov. 19, 2019, 3:58 p.m.
V10.3.5.0.ODEMIXM user
May 28, 2019, 3:58 a.m.
116502'TFLite: MobileNet v1 224':{'score':22609, 'images':30,'time':2357, avg':72,'min':66,'max':98,'load':133,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':41288, 'images':30,'time':945, avg':17,'min':19,'max':60,'load':27,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':29018, 'images':30,'time':1803, avg':38,'min':56,'max':73,'load':132,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':13011, 'images':30,'time':10948, avg':201,'min':312,'max':472,'load':1036,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':10576, 'images':30,'time':16898, avg':325,'min':538,'max':585,'load':1017,'acc1':0.680000,'acc5':0.886667},
795 773 A-Gold F1 mt6771 g38v71c2k_kw_f1 9 Jan. 9, 2020, 8:54 p.m.
root.20190724.172148 user
July 24, 2019, 9:10 a.m.
116802'TFLite: MobileNet v1 224':{'score':25190, 'images':30,'time':1817, avg':58,'min':56,'max':81,'load':4303,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':43954, 'images':30,'time':652, avg':15,'min':20,'max':27,'load':594,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':18549, 'images':30,'time':4837, avg':93,'min':133,'max':183,'load':6568,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':15760, 'images':30,'time':6792, avg':137,'min':219,'max':263,'load':12339,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':13349, 'images':30,'time':10582, avg':204,'min':339,'max':381,'load':13633,'acc1':0.680000,'acc5':0.886667},
942 774 Xiaomi Redmi Note 8 qcom ginkgo 9 March 17, 2020, 4:19 p.m.
V11.0.7.0.PCOMIXM user
March 10, 2020, 2:28 p.m.
116902'TFLite: MobileNet v1 224':{'score':20754, 'images':30,'time':2438, avg':79,'min':78,'max':85,'load':488,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':56939, 'images':30,'time':320, avg':7,'min':9,'max':14,'load':266,'acc1':0.583333,'acc5':0.816667}, 'TFLite: mnasnet':{'score':25511, 'images':30,'time':2009, avg':42,'min':63,'max':70,'load':282,'acc1':0.611111,'acc5':0.855556}, 'TFLite: resnet v2 50':{'score':4729, 'images':30,'time':66479, avg':1356,'min':2160,'max':2354,'load':4143,'acc1':0.641667,'acc5':0.858333}, 'TFLite: Inception v3':{'score':8969, 'images':30,'time':21024, avg':413,'min':687,'max':714,'load':1930,'acc1':0.660000,'acc5':0.873333},
1068 775 Google Pixel 2 XL taimen taimen 10 June 22, 2020, 6:10 a.m.
6392402 user
April 14, 2020, 1:29 a.m.
117172'TFLite: MobileNet v1 224':{'score':22929, 'images':30,'time':2247, avg':70,'min':66,'max':90,'load':184,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':39054, 'images':30,'time':969, avg':19,'min':22,'max':47,'load':56,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':29408, 'images':30,'time':1791, avg':37,'min':55,'max':74,'load':116,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':13209, 'images':30,'time':9675, avg':195,'min':310,'max':344,'load':979,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':12572, 'images':30,'time':11882, avg':230,'min':382,'max':461,'load':763,'acc1':0.680000,'acc5':0.886667},
543 776 Google Pixel 2 XL taimen taimen 10 Sept. 16, 2019, 7:16 p.m.
5800535 user
Aug. 14, 2019, 3:24 a.m.
117199'TFLite: MobileNet v1 224':{'score':22609, 'images':30,'time':2338, avg':72,'min':68,'max':100,'load':215,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':40124, 'images':30,'time':935, avg':18,'min':21,'max':41,'load':45,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':29018, 'images':30,'time':1855, avg':38,'min':57,'max':73,'load':136,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':12821, 'images':30,'time':11639, avg':207,'min':319,'max':479,'load':1060,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':12627, 'images':30,'time':11802, avg':228,'min':378,'max':414,'load':796,'acc1':0.680000,'acc5':0.886667},
1535 777 Samsung SM-T290 qcom QC_Reference_Phone 10 March 23, 2021, 4:15 a.m.
T290XXU3BUB2 user
Feb. 8, 2021, 8:07 a.m.
117343'TFLite: MobileNet v1 224':{'score':19116, 'images':30,'time':3097.00, avg':93.12,'min':83.00,'max':160.00,'load':188.00,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':26991, 'images':30,'time':1828.00, avg':38.23,'min':46.00,'max':128.00,'load':67.00,'acc1':0.633333,'acc5':0.833333}, 'TFLite: MobileNet v2 1.0 224':{'score':25338, 'images':30,'time':2493.00, avg':47.35,'min':67.00,'max':160.00,'load':135.00,'acc1':0.644444,'acc5':0.855556}, 'TFLite: mnasnet':{'score':25667, 'images':30,'time':2784.00, avg':49.10,'min':75.00,'max':164.00,'load':153.00,'acc1':0.650000,'acc5':0.875000}, 'TFLite: Inception v3':{'score':8978, 'images':30,'time':22022.00, avg':433.41,'min':720.00,'max':770.00,'load':1323.00,'acc1':0.666667,'acc5':0.886667}, 'TFLite: resnet v2 50':{'score':11253, 'images':30,'time':14775.00, avg':283.04,'min':484.00,'max':504.00,'load':846.00,'acc1':0.677778,'acc5':0.883333},
1536 778 Samsung SM-T290 qcom QC_Reference_Phone 10 March 23, 2021, 4:17 a.m.
T290XXU3BUB2 user
Feb. 8, 2021, 8:07 a.m.
117509'TFLite: MobileNet v1 224':{'score':19699, 'images':30,'time':2801.00, avg':87.68,'min':82.00,'max':109.00,'load':273.00,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':26819, 'images':30,'time':1827.00, avg':38.72,'min':47.00,'max':128.00,'load':65.00,'acc1':0.633333,'acc5':0.833333}, 'TFLite: MobileNet v2 1.0 224':{'score':25289, 'images':30,'time':2346.00, avg':47.53,'min':69.00,'max':84.00,'load':139.00,'acc1':0.644444,'acc5':0.855556}, 'TFLite: mnasnet':{'score':25691, 'images':30,'time':2762.00, avg':49.01,'min':75.00,'max':198.00,'load':160.00,'acc1':0.650000,'acc5':0.875000}, 'TFLite: Inception v3':{'score':8768, 'images':30,'time':26398.00, avg':454.49,'min':733.00,'max':1401.00,'load':1429.00,'acc1':0.666667,'acc5':0.886667}, 'TFLite: resnet v2 50':{'score':11243, 'images':30,'time':15315.00, avg':283.54,'min':482.00,'max':681.00,'load':845.00,'acc1':0.677778,'acc5':0.883333},
733 779 A-Gold F1 mt6771 g38v71c2k_kw_f1 9 Nov. 30, 2019, 9:26 a.m.
root.20190724.172148 user
July 24, 2019, 9:10 a.m.
118123'TFLite: MobileNet v1 224':{'score':25190, 'images':30,'time':1836, avg':58,'min':56,'max':80,'load':3848,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':43954, 'images':30,'time':648, avg':15,'min':20,'max':29,'load':476,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':19999, 'images':30,'time':4098, avg':80,'min':116,'max':180,'load':6655,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':15760, 'images':30,'time':6767, avg':137,'min':218,'max':261,'load':11592,'acc1':0.666667,'acc5':0.875000}, 'TFLite: Inception v3':{'score':13220, 'images':30,'time':10572, avg':208,'min':346,'max':380,'load':12253,'acc1':0.680000,'acc5':0.886667},
994 780 Samsung SM-N960F samsungexynos9810 universal9810 9 April 30, 2020, 3:24 a.m.
N960FXXS3CSG1 user
July 1, 2019, 12:03 p.m.
118151'TFLite: MobileNet v1 224':{'score':27690, 'images':30,'time':1592, avg':48,'min':43,'max':66,'load':2314,'acc1':0.700000,'acc5':0.866667}, 'TFLite: MobileNet v1 quant 224':{'score':42558, 'images':30,'time':906, avg':16,'min':18,'max':49,'load':4708,'acc1':0.633333,'acc5':0.850000}, 'TFLite: mnasnet':{'score':28644, 'images':30,'time':1815, avg':39,'min':58,'max':66,'load':3669,'acc1':0.644444,'acc5':0.877778}, 'TFLite: resnet v2 50':{'score':19179, 'images':30,'time':4287, avg':89,'min':140,'max':278,'load':6317,'acc1':0.657407,'acc5':0.870370}, 'TFLite: Inception v3':{'score':80, 'images':30,'time':0, avg':5000000,'min':10000000,'max':0,'load':9463,'acc1':0.657407,'acc5':0.870370},
1209 781 Samsung SM-N976B exynos9825 exynos9825 10 Sept. 23, 2020, 3:09 a.m.
N976BXXU2CTB2 user
Feb. 12, 2020, 7:08 a.m.
118193'TFLite: MobileNet v1 224':{'score':34254, 'images':30,'time':1170, avg':29,'min':20,'max':66,'load':269,'acc1':0.700000,'acc5':0.833333}, 'TFLite: MobileNet v1 quant 224':{'score':68135, 'images':30,'time':321, avg':6,'min':8,'max':14,'load':130,'acc1':0.633333,'acc5':0.833333}, 'TFLite: mnasnet':{'score':3454, 'images':30,'time':8004, avg':2047,'min':3966,'max':4038,'load':4085,'acc1':0.612903,'acc5':0.806452}, 'TFLite: resnet v2 50':{'score':1092, 'images':30,'time':243789, avg':4222,'min':5795,'max':13592,'load':7391,'acc1':0.413043,'acc5':0.543478}, 'TFLite: Inception v3':{'score':11258, 'images':30,'time':3927, avg':78,'min':125,'max':142,'load':836,'acc1':0.491803,'acc5':0.639344},
1263 782 Huawei VOG-L29 kirin980 VOG 10 Oct. 28, 2020, 8:15 p.m.
10.1.0.150C431 user
July 31, 2020, 10:06 a.m.
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