Encrypted Traffic Classification on CSTNET-TLS benchmark leaderboard · SOTA2 Research

Encrypted Traffic Classification on CSTNET-TLS

94.35Accuracy (AC)MMAE

Evaluation Results

Method	Links
MMAE2026.03		94.35	94.59	94.35	94.34
NetMamba2026.03		92.58	92.71	92.58	92.49
TrafficMoE2026.03		86.88	87.11	86.88	86.85
FlowletFormer2026.03		86.05	85.78	84.45	84.73
FlowletFormer2026.03		86.05	85.78	84.45	84.73
YaTC2026.03		83.91	83.64	81.01	81.4
YaTC2026.03		83.91	83.64	81.01	81.4
ET-BERT2026.03		79.93	78.32	76.89	77
ET-BERT2026.03		79.93	78.32	76.89	77
TrafficFormer2026.03		79.82	78.83	77.36	77.04
TrafficFormer2026.03		79.82	78.83	77.36	77.04
FSNet2026.03		78.14	76.7	73.16	73.11
FS-Net2026.03		78.14	76.7	73.16	73.11
AppScanner2026.03		74.41	72.32	69.63	70.23
AppScanner2026.03		74.41	72.32	69.63	70.23
GraphDApp2026.03		72.81	69.64	69.09	68.9
CUMUL2026.03		59.21	55.28	56.04	54.93
DF2026.03		57.29	53.98	51.44	49.33
BIND2026.03		47.1	43.15	42.26	41.89
Beauty2026.03		29.44	32.19	25.13	23.24