State Estimation on 3-variable simulated dataset with frequent transitions 1
89.77AccuracyDRL-STAF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DRL-STAF2026.05 | 89.77 | 88.47 | 89.04 | 88.66 | |
| NCTRL2026.05 | 80.93 | 83.23 | 78.59 | 79.37 | |
| Parallel HSMM2026.05 | 63.8 | 23.57 | 33.33 | 27.61 | |
| Parallel HMM2026.05 | 63.37 | 45.33 | 55.95 | 49.75 | |
| NHMM2026.05 | 62.4 | 45.49 | 43.42 | 36.85 | |
| CHMM2026.05 | 62.23 | 58.07 | 87.93 | 68.17 | |
| DEN-HMM2026.05 | 61.47 | 29.56 | 41.18 | 34.4 | |
| Markovian-RNN2026.05 | 61.3 | 51.19 | 65.81 | 57.24 | |
| Parallel HOHMM2026.05 | 57.87 | 48.23 | 47.69 | 46.37 |