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Multi-objective Retrosynthesis Planning on USPTO 190

1.04Hypervolume (HV)MORetro* (BO)
0.45760.60880.760.9112May 8, 2026

Evaluation results

MethodLinks
MORetro* (BO)Single-step Model=G2E, Expansion Budget=3002026.051.040.43——
Retro*Single-step Model=G2E, Expansion Budget=3002026.050.980.45346
FixedSingle-step Model=G2E, Expansion Budget=3002026.050.970.47212
MORetro* (BO)Single-step Model=PDVN, Expansion Budget=3002026.050.920.47——
Retro*Single-step Model=PDVN, Expansion Budget=3002026.050.880.48268
FixedSingle-step Model=PDVN, Expansion Budget=3002026.050.740.5362
MORetro* (BO)Single-step Model=NeuralSym, Expansion Budget=3002026.050.560.48——
Retro*Single-step Model=NeuralSym, Expansion Budget=3002026.050.520.493117
FixedSingle-step Model=NeuralSym, Expansion Budget=3002026.050.480.51182