Constrained Decoding on SMILES-Bench
2.16Average Inference Time (s)FS-CD
Evaluation Results
| Method | Links | |
|---|---|---|
| FS-CDModel=LLaDA-1.52026.01 | 2.16 | |
| LAVEModel=Dream-7B2026.01 | 2.24 | |
| LAVEModel=LLaDA-1.52026.01 | 2.97 | |
| LAVEModel=LLaDA-8B2026.01 | 3.02 | |
| LAVEModel=DiffuC-7B2026.01 | 4.41 | |
| IG-CDModel=DiffuC-7B2026.01 | 6.74 | |
| NO-CDModel=DiffuC-7B2026.01 | 6.86 | |
| NO-CDModel=Dream-7B2026.01 | 7.07 | |
| FS-CDModel=LLaDA-8B2026.01 | 7.68 | |
| IG-CDModel=LLaDA-1.52026.01 | 8.21 | |
| NO-CDModel=LLaDA-8B2026.01 | 8.49 | |
| IG-CDModel=LLaDA-8B2026.01 | 8.76 | |
| NO-CDModel=LLaDA-1.52026.01 | 8.77 | |
| FS-CDModel=Dream-7B2026.01 | 8.99 | |
| FS-CDModel=DiffuC-7B2026.01 | 11.15 | |
| IG-CDModel=Dream-7B2026.01 | 19.64 |