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ResearchFormerly WizWand

Grammar-Constrained Decoding on SMILES

92.22Relative Inference TimeEPIC
91.412896.8614102.31107.7586May 30, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EPICModel=LLaDA (8B), Steps=322026.0592.22
EPICModel=LLaDA (8B), Steps=162026.0594.95
EPICModel=LLaDA (8B), Steps=642026.0595.49
EPICModel=LLaDA (8B), Steps=1282026.0596.03
CFG-constrained decoderModel=LLaDA (8B), Steps=1282026.0598.17
EPICModel=LLaDA (8B), Steps=2562026.0598.55
CFG-constrained decoderModel=LLaDA (8B), Steps=642026.0598.76
CFG-constrained decoderModel=LLaDA (8B), Steps=2562026.0598.94
CFG-constrained decoderModel=Dream (7B), Steps=2562026.0598.96
EPICModel=Dream (7B), Steps=2562026.0599.21
EPICModel=DreamCoder (7B), Steps=2562026.05100.01
CFG-constrained decoderModel=DreamCoder (7B), Steps=2562026.05100.03
CFG-constrained decoderModel=DreamCoder (7B), Steps=1282026.05100.25
EPICModel=DreamCoder (7B), Steps=1282026.05100.26
EPICModel=Dream (7B), Steps=1282026.05100.29
CFG-constrained decoderModel=Dream (7B), Steps=1282026.05100.3
CFG-constrained decoderModel=DreamCoder (7B), Steps=642026.05100.41
CFG-constrained decoderModel=Dream (7B), Steps=322026.05100.45
EPICModel=DreamCoder (7B), Steps=642026.05100.65
CFG-constrained decoderModel=Dream (7B), Steps=642026.05100.67
CFG-constrained decoderModel=DreamCoder (7B), Steps=322026.05100.72
EPICModel=DiffuCoder (7B), Steps=642026.05101.01
EPICModel=Dream (7B), Steps=322026.05101.07
CFG-constrained decoderModel=DreamCoder (7B), Steps=162026.05101.14
EPICModel=Dream (7B), Steps=642026.05101.18
EPICModel=DreamCoder (7B), Steps=322026.05101.34
CFG-constrained decoderModel=Dream (7B), Steps=162026.05102.09
EPICModel=DiffuCoder (7B), Steps=2562026.05102.1
EPICModel=DiffuCoder (7B), Steps=322026.05102.58
CFG-constrained decoderModel=LLaDA (8B), Steps=322026.05102.77
EPICModel=DreamCoder (7B), Steps=162026.05103.14
CFG-constrained decoderModel=DiffuCoder (7B), Steps=2562026.05103.17
CFG-constrained decoderModel=DiffuCoder (7B), Steps=642026.05103.36
EPICModel=Dream (7B), Steps=162026.05103.43
CFG-constrained decoderModel=DiffuCoder (7B), Steps=162026.05103.93
CFG-constrained decoderModel=DiffuCoder (7B), Steps=322026.05103.93
EPICModel=DiffuCoder (7B), Steps=1282026.05104.62
EPICModel=DiffuCoder (7B), Steps=162026.05104.96
CFG-constrained decoderModel=DiffuCoder (7B), Steps=1282026.05108.05
CFG-constrained decoderModel=LLaDA (8B), Steps=162026.05112.4