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Crystal structure prediction on MP-20 (test)

64.08Match Rate @ 1MCFlow-L
20.628831.909443.1954.4706Jun 19, 2026

Evaluation results

MethodLinks
MCFlow-L2026.0664.080.056176.080.0383——————
OMatG2026.0663.750.072————————
CrystalFlow2026.0662.020.07178.340.0577——————
FlowMM2026.0661.390.0566————————
CrystaLLM-large2026.0658.70.040873.970.0349——————
DiffCSP2026.0651.490.063177.930.0492——————
ALM Edit2026.0645.60.02183.20.034——————
CDVAE2026.0633.90.104566.950.1026——————
ALM Gen + T2C-FKFK enabled=true2026.0622.30.025410.012——————
Crystalitesampling budget=equal to number of reference structures2026.06————70.450.178————
CrystaliteSource=Original paper2026.06———————66.05—0.0329
Crystalite (reproduced)Source=Reproduced †, Evaluation protocol=one-to-one2026.06——————69.6463.460.04120.0397
DiffCSPsampling budget=equal to number of reference structures2026.06————58.80.244————
DiffCSPEvaluation protocol=one-to-one2026.06——————57.8252.510.06270.06
FlowMMsampling budget=equal to number of reference structures2026.06————670.21————
FlowMMEvaluation protocol=one-to-one2026.06——————66.2259.980.06610.0629
MaskGXTsampling budget=equal to number of reference structures, sampling strategy=space group stratified sampling2026.06————74.780.152————
MaskGXTDecoding strategy=greedy, Evaluation protocol=one-to-one2026.06——————73.7967.060.0330.0325
MCFlowsampling budget=equal to number of reference structures2026.06————69.70.2————
MCFlowvariant=base, Evaluation protocol=one-to-one2026.06——————69.2363.140.06630.0611
OMatGsampling budget=equal to number of reference structures2026.06————660.208————
OMatGvariant=linear-ODE, Evaluation protocol=one-to-one2026.06——————69.8363.750.07410.072