Table 2.
# of hidden states | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 10 | 12 | 14 | 16 | 18 | 20 | 30 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
EM | 5.3373 | 5.5524 | 5.0509 | 5.0554 | 5.7982 | 5.4934 | 5.2820 | 4.9238 | 5.5338 | 5.3662 | 5.2434 | 5.6036 | 5.3460 | 5.6191 |
SubspaceID | 6.2172 | 5.9854 | 4.6016 | 4.8212 | 4.9923 | 4.8569 | 5.4445 | 5.3183 | 5.2360 | 5.3034 | 5.3023 | 5.8577 | 5.7320 | 5.6683 |
StableLDS | 6.2172 | 5.9854 | 4.6016 | 4.8212 | 4.9923 | 4.8569 | 5.4445 | 5.3183 | 5.2360 | 5.3034 | 5.3023 | 5.8577 | 5.7320 | 5.6683 |
rLDS𝒢 | 6.2172 | 5.9854 | 4.6016 | 4.8212 | 4.9923 | 4.8569 | 5.1989 | 5.1876 | 5.2016 | 5.3034 | 5.1499 | 5.1792 | 5.1588 | 5.2175 |
rLDSℛ | 5.2210 | 5.2065 | 4.6016 | 4.8212 | 4.9923 | 4.8569 | 5.2031 | 4.9005 | 4.8618 | 5.0249 | 5.0135 | 5.0169 | 4.9559 | 5.2235 |