Full Sequence Generation on BPI 20
1C(S)GGATN
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GGATNM=G2026.06 | 1 | 0.2012 | 0.8856 | 1,814,361 | 0.8422 | 0 | 0.6667 | 0.7999 | 0.8286 | — | 0.5861 | 811.72 | 1,334,086 | 0 | 0 | 209 | |
| GGATN_jM=G_j2026.06 | 1 | 0.2033 | 0.8854 | 1,462,130 | 0.8429 | 0 | 0.6667 | 0.8047 | 0.8312 | — | 0.6029 | 820.74 | 1,331,992 | 0 | 0 | 209 | |
| GGATN_s5M=G_s52026.06 | 1 | 0.2054 | 0.8962 | 1,914,524 | 0.8583 | 0 | 0.6667 | 0.8153 | 0.8376 | — | 0.5957 | 794.31 | 1,336,757 | 0 | 0 | 209 | |
| GGATN_s10M=G_s102026.06 | 1 | 0.2108 | 0.8899 | 1,826,933 | 0.8506 | 0 | 0.6667 | 0.81 | 0.8339 | — | 0.622 | 782.03 | 1,348,357 | 0 | 0 | 209 | |
| LSTM (32k)M=L(32k)2026.06 | 1 | 0.2584 | 0.8211 | 1,987,999 | 0.7396 | 19 | 0.8519 | 0.5435 | 0.6253 | — | 0.4857 | 1,265.46 | 3,012,057 | 0 | 1 | 209 | |
| LSTM (4k)M=L(4k)2026.06 | 0.756 | 0.7147 | 0.3398 | 2,707,083 | 0.2964 | 421 | 0.5926 | 0.1476 | 0.1783 | 0.1747 | — | 12,547.55 | 74,200,704 | 1 | 1 | 158 | |
| Markov (4k)M=M(4k)2026.06 | 0.3158 | 1.3999 | 0.1003 | 4,011,717 | 0.0882 | 227 | 0.5556 | 0.0552 | 0.0398 | 0.0359 | — | 4,227.15 | 55,912,405 | 1 | 1 | 66 |