Grammar-Constrained Decoding on SMILES
92.22Relative Inference TimeEPIC
Evaluation Results
| Method | Links | |
|---|---|---|
| EPICModel=LLaDA (8B), Steps=322026.05 | 92.22 | |
| EPICModel=LLaDA (8B), Steps=162026.05 | 94.95 | |
| EPICModel=LLaDA (8B), Steps=642026.05 | 95.49 | |
| EPICModel=LLaDA (8B), Steps=1282026.05 | 96.03 | |
| CFG-constrained decoderModel=LLaDA (8B), Steps=1282026.05 | 98.17 | |
| EPICModel=LLaDA (8B), Steps=2562026.05 | 98.55 | |
| CFG-constrained decoderModel=LLaDA (8B), Steps=642026.05 | 98.76 | |
| CFG-constrained decoderModel=LLaDA (8B), Steps=2562026.05 | 98.94 | |
| CFG-constrained decoderModel=Dream (7B), Steps=2562026.05 | 98.96 | |
| EPICModel=Dream (7B), Steps=2562026.05 | 99.21 | |
| EPICModel=DreamCoder (7B), Steps=2562026.05 | 100.01 | |
| CFG-constrained decoderModel=DreamCoder (7B), Steps=2562026.05 | 100.03 | |
| CFG-constrained decoderModel=DreamCoder (7B), Steps=1282026.05 | 100.25 | |
| EPICModel=DreamCoder (7B), Steps=1282026.05 | 100.26 | |
| EPICModel=Dream (7B), Steps=1282026.05 | 100.29 | |
| CFG-constrained decoderModel=Dream (7B), Steps=1282026.05 | 100.3 | |
| CFG-constrained decoderModel=DreamCoder (7B), Steps=642026.05 | 100.41 | |
| CFG-constrained decoderModel=Dream (7B), Steps=322026.05 | 100.45 | |
| EPICModel=DreamCoder (7B), Steps=642026.05 | 100.65 | |
| CFG-constrained decoderModel=Dream (7B), Steps=642026.05 | 100.67 | |
| CFG-constrained decoderModel=DreamCoder (7B), Steps=322026.05 | 100.72 | |
| EPICModel=DiffuCoder (7B), Steps=642026.05 | 101.01 | |
| EPICModel=Dream (7B), Steps=322026.05 | 101.07 | |
| CFG-constrained decoderModel=DreamCoder (7B), Steps=162026.05 | 101.14 | |
| EPICModel=Dream (7B), Steps=642026.05 | 101.18 | |
| EPICModel=DreamCoder (7B), Steps=322026.05 | 101.34 | |
| CFG-constrained decoderModel=Dream (7B), Steps=162026.05 | 102.09 | |
| EPICModel=DiffuCoder (7B), Steps=2562026.05 | 102.1 | |
| EPICModel=DiffuCoder (7B), Steps=322026.05 | 102.58 | |
| CFG-constrained decoderModel=LLaDA (8B), Steps=322026.05 | 102.77 | |
| EPICModel=DreamCoder (7B), Steps=162026.05 | 103.14 | |
| CFG-constrained decoderModel=DiffuCoder (7B), Steps=2562026.05 | 103.17 | |
| CFG-constrained decoderModel=DiffuCoder (7B), Steps=642026.05 | 103.36 | |
| EPICModel=Dream (7B), Steps=162026.05 | 103.43 | |
| CFG-constrained decoderModel=DiffuCoder (7B), Steps=162026.05 | 103.93 | |
| CFG-constrained decoderModel=DiffuCoder (7B), Steps=322026.05 | 103.93 | |
| EPICModel=DiffuCoder (7B), Steps=1282026.05 | 104.62 | |
| EPICModel=DiffuCoder (7B), Steps=162026.05 | 104.96 | |
| CFG-constrained decoderModel=DiffuCoder (7B), Steps=1282026.05 | 108.05 | |
| CFG-constrained decoderModel=LLaDA (8B), Steps=162026.05 | 112.4 |