Full Sequence Generation on BPI17
1c(S) Conformance ScoreGGATN
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GGATNM=G2026.06 | 1 | 0.2238 | 75.26 | 418,785 | 0.6352 | 0 | 88.33 | 33.53 | 49.97 | 2,991.16 | 57.92 | 11,547.99 | 429,831 | 0 | 0 | 3,150 | |
| GGATN_jM=G_j2026.06 | 1 | 0.2157 | 75.42 | 445,256 | 0.6359 | 0 | 88.33 | 33.66 | 50.13 | 3,024.25 | 58.13 | 11,375.47 | 419,696 | 0 | 0 | 3,150 | |
| GGATN_s5M=G_s52026.06 | 1 | 0.214 | 75.31 | 539,976 | 0.6339 | 0 | 88.33 | 33.19 | 49.95 | 3,099.29 | 58.48 | 10,479.63 | 432,232 | 0 | 0 | 3,150 | |
| GGATN_s10M=G_s102026.06 | 1 | 0.2243 | 75.51 | 375,357 | 0.6379 | 0 | 86.67 | 33.86 | 50.07 | 2,980.69 | 58.05 | 11,342.45 | 521,810 | 0 | 0 | 3,150 | |
| LSTM (4k)M=L(4k)2026.06 | 0.7419 | 0.9814 | 4.61 | 1,724,366 | 0.0323 | 13,195 | 51.67 | 0.23 | 1.12 | 78,770.87 | 4.37 | 176,838.04 | 216,544,974 | 1 | 1 | 2,337 | |
| LSTM (32k)M=L(32k)2026.06 | 0.5889 | 0.9157 | 14.24 | 5,691,146 | 0.1125 | 4,321 | 78.33 | 4.2 | 6.89 | 74,352.56 | 16.86 | 249,466.68 | 223,751,169 | 1 | 1 | 1,855 | |
| Markov (4k)M=M(4k)2026.06 | 0.2251 | 1.5629 | 0.73 | 3,530,745 | 0.0041 | 5,110 | 53.33 | 0.07 | 2.01 | 71,698,623.83 | 1.57 | 281,286.4 | 30,360,903 | 1 | 1 | 709 |