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 |