Full Sequence Generation on BPI 20 benchmark leaderboard · SOTA2 Research

Full Sequence Generation on BPI 20

1C(S)GGATN

Evaluation Results

Method	Links
GGATN2026.06		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_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_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_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)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)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)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