State-aware forecasting on SMachine benchmark leaderboard · SOTA2 Research

State-aware forecasting on SMachine

81.73AccuracyDRL-STAF

Evaluation Results

Method	Links
DRL-STAF2026.05		81.73	100	63.27	77.5	0.0189	0.001
Parallel HSMM2026.05		77.16	61.5	58.19	59.8	0.0968	0.0157
Parallel HMM2026.05		76.37	55.86	90.95	69.21	0.0563	0.0056
Parallel HOHMM2026.05		76.37	55.86	90.95	69.21	0.0563	0.0056
CHMM2026.05		76.02	55.52	89.73	68.6	0.0563	0.0056
NCTRL2026.05		72.54	54.04	41.66	42.33	0.036	0.0023
Markovian-RNN2026.05		70.81	0	0	0	0.019	0.001
NHMM2026.05		70.77	0	0	0	0.0194	0.001
DEN-HMM2026.05		68.59	37.4	11.25	17.29	0.1537	0.0386