Fault intensity diagnosis on PUB benchmark leaderboard · SOTA2 Research

Fault intensity diagnosis on PUB

100Health AccuracyHKG+ViT-S

Evaluation Results

Method	Links
HKG+ViT-S2026.04		100	98.21	97.92	100	99.11	98.73	98.92	98.3	99	98.63
DHK2026.04		100	99.11	100	100	99.11	98.73	99.35	98.7	99.49	99.08
DHK2026.04		100	99.11	100	100	99.11	100	99.57	98.81	99.7	99.24
TS-TCC2026.04		98.96	97.32	95.83	100	97.32	98.73	97.84	96.56	98.03	97.23
MIP-LCNet2026.04		97.92	89.29	95.83	93.75	94.64	96.2	93.48	91.68	94.61	92.96
ResNet-APReLU2026.04		97.92	98.21	91.67	100	96.43	96.2	96.76	95.07	96.74	95.78
RDRN2026.04		97.92	96.43	95.83	100	98.21	94.94	96.98	94.32	97.22	95.57
LRSADTLM2026.04		97.92	97.32	95.83	100	99.11	96.2	97.62	96.4	97.73	97
SACL2026.04		97.92	98.21	93.75	100	97.32	97.47	97.41	95.83	97.45	96.51
DHK2026.04		97.92	97.32	97.92	93.75	96.43	100	97.62	96.5	97.22	96.84
LiftingNet2026.04		95.83	90.18	93.75	93.75	94.64	92.41	93.3	91.18	93.43	92.09
ADMTL2026.04		95.83	95.54	97.92	93.75	98.21	96.2	96.54	95.13	96.24	95.66
TDMSAE2026.04		93.75	98.21	95.83	93.75	99.11	98.73	97.19	95.5	96.56	95.96
DATMMD2026.04		90.63	93.75	93.75	100	93.75	94.94	93.52	92.46	94.47	93.38