Multi-step retrosynthesis on USPTO-190

Metric: Success Rate (500 model calls) (higher is better)

LeaderboardDataset

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#	Model↕	Success Rate (500 model calls)▼	Extra Data	Paper	Date↕	Code
1	PDVN	99.47	No	Retrosynthetic Planning with Dual Value Networks	2023-01-31	Code
2	RetroGraph	99.47	No	RetroGraph: Retrosynthetic Planning with Graph S...	2022-06-23	Code
3	EG-MCTS	96.84	No	Retrosynthetic Planning with Experience-Guided M...	2021-12-11	Code
4	Retro* plus	96.32	No	Self-Improved Retrosynthetic Planning	2021-06-09	Code
5	Retro*	86.84	No	Retro*: Learning Retrosynthetic Planning with Ne...	2020-06-29	Code

#1PDVN
99.47
Success Rate (500 model calls)· 2023-01-31
Retrosynthetic Planning with Dual Value Networks Code
#2RetroGraphSOTA
99.47
Success Rate (500 model calls)· 2022-06-23
RetroGraph: Retrosynthetic Planning with Graph Search Code
#3EG-MCTSSOTA
96.84
Success Rate (500 model calls)· 2021-12-11
Retrosynthetic Planning with Experience-Guided Monte Carlo Tree Search Code
#4Retro* plusSOTA
96.32
Success Rate (500 model calls)· 2021-06-09
Self-Improved Retrosynthetic Planning Code
#5Retro*SOTA
86.84
Success Rate (500 model calls)· 2020-06-29
Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search Code