State Estimation on 3-variable simulated dataset (No. 2) with frequent transitions v1 (test) benchmark leaderboard · SOTA2 Research

State Estimation on 3-variable simulated dataset (No. 2) with frequent transitions v1 (test)

93.24AccuracyDRL-STAF

Evaluation Results

Method	Links
DRL-STAF2026.05		93.24	90.2	93.22	91.52
DRL-STAF2026.05		93.24	90.2	93.22	91.52
NCTRL2026.05		80.11	70.47	70.97	68.43
NCTRL2026.05		80.11	70.47	70.97	68.43
Parallel HSMM2026.05		71.4	24.73	33.33	28.4
Parallel HSMM2026.05		71.4	24.73	33.33	28.4
NHMM2026.05		68.5	38.5	43.4	36.33
NHMM2026.05		68.5	38.5	43.4	36.33
DEN-HMM2026.05		66.32	25.87	36.13	30.01
DEN-HMM2026.05		66.32	25.87	36.13	30.01
Markovian-RNN2026.05		63.98	48.6	52.32	47.29
Markovian-RNN2026.05		63.98	48.6	52.32	47.29
Parallel HMM2026.05		62.67	27	30.62	28.66
CHMM2026.05		62.67	27	30.62	28.66
Parallel HMM2026.05		62.67	27	30.62	28.66
CHMM2026.05		62.67	27	30.62	28.66
Parallel HOHMM2026.05		58.9	60.92	32.83	33.9
Parallel HOHMM2026.05		58.9	60.92	32.83	33.9