Protein Generation on Protein Structure Generation (test)
0.871DesignabilityAPT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| APTSampling strategy=Autoregressive2026.02 | 0.871 | 1.352 | 0.395 | 0.774 | |
| KanziSampling strategy=best-of-N, k=42026.02 | 0.617 | 3.65 | 0.511 | 0.786 | |
| KanziSampling strategy=Autoregressive2026.02 | 0.562 | 3.78 | 0.517 | 0.779 | |
| ESMSampling strategy=Autoregressive (AR)2026.02 | 0.52 | 4.25 | 0.275 | 0.615 | |
| DPLM2Model type=Discrete diffusion2026.02 | 0.486 | 3.31 | 0.3 | 0.615 | |
| DPLMSampling strategy=Autoregressive (AR)2026.02 | 0.32 | 8.99 | 0.297 | 0.656 | |
| ESM3Sampling steps=32, Model type=Discrete diffusion2026.02 | 0.27 | 17.51 | 0.535 | 0.804 | |
| ESM3Sampling steps=256, Model type=Discrete diffusion2026.02 | 0.258 | 15.72 | 0.552 | 0.781 |