Encrypted Traffic Classification on ISCX-VPN APP benchmark leaderboard · SOTA2 Research

Encrypted Traffic Classification on ISCX-VPN APP

88.72AccuracyTrafficMoE

Evaluation Results

Method	Links
TrafficMoE2026.03		88.72	88.74	88.72	88.71
FlowletFormer2026.03		84.8	81.53	76.41	77.12
YaTC2026.03		82.14	74.43	72.65	72.54
NetMamba2026.06		80	78.91	80	78.77
ET-BERT2026.03		79.64	73.32	70.13	70.66
AppScanner2026.03		79.45	69.5	69.75	68.74
Traffic-CBM2026.06		79.28	77.57	70.97	72.04
YaTC2026.06		78.67	72.19	71.02	70.63
TrafficFormer2026.03		77.51	74.88	68.46	69.62
TrafficFormer2026.06		71.62	65.87	66.93	65.43
BIND2026.03		69.51	62.66	54.15	56.09
ET-BERT2026.06		65.32	55.23	55.05	53.41
FSNet2026.03		63.16	48.99	48.33	46.77
Beauty2026.03		61.69	33.33	31.39	29.64
AppScanner2026.06		60.41	56.74	57.89	53.35
GraphDApp2026.03		57.03	51.08	48.72	48.53
CUMUL2026.03		54.8	48.39	46.15	45.54
FS-Net2026.06		50	38.76	37.15	32.33
DF2026.03		49.35	24.49	25.92	22.89
DeepFP2026.06		39.11	59.27	35.67	36.89