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مقایسه شاخ‌به‌شاخ مدل‌های زیستی، موتورهای داکینگ و پایپ‌لاین‌های محاسباتی. فیلتر بر اساس مدل دسترسی، مصرف پردازشی و دسته‌بندی جهت اخذ تصمیم دقیق در کمتر از یک دقیقه.
| مشخصه | ＋ افزودن ابزار | |||
|---|---|---|---|---|
| Category | Biological AI Models | Biological AI Models | Biological AI Models | — |
| Subcategory | Protein Design | Protein Design | Protein Design | — |
| Company | Pacesa Lab | Boltz Team | Baker Lab | — |
| Access mode | Research code or publication | Research code or publication | Research code or publication | — |
| Licence conditions | Check code and model weights separately | Check code and model weights separately | Check code and model weights separately | — |
| Compute requirements | Check selected checkpoint and runtime; no GPU catalog recommendation | Check selected checkpoint and runtime; no GPU catalog recommendation | Check selected checkpoint and runtime; no GPU catalog recommendation | — |
| Biological application | ثبت‌نشده | ثبت‌نشده | ثبت‌نشده | — |
| Research workflow | ثبت‌نشده | ثبت‌نشده | ثبت‌نشده | — |
| Evidence level | Peer-reviewed primary method | Primary research preprint | Primary research preprint | — |
| Commercial eligibility | Unknown, requires audit | Unknown, requires audit | Unknown, requires audit | — |
| Price | Check selected model licence | Check selected model licence | Check selected model licence | — |
| Availability ⓘ | Public research method/code | Public research method/code | Public research method/code | — |
| Features | AF2-guided optimization pipeline proposes protein binder designs for target structures., Candidate binder sequences, modeled protein complexes | Target-conditioned protein and peptide binder generation model as reported in its preprint., Binder sequence and structure candidates | All-atom protein structure diffusion conditioned on specific ligand or nucleic acid atomic context., Generated protein all-atom structures | — |
| Entry type | Research AI model / method | Research AI model / method | Research AI model / method | — |
| AI role | Published biomedical AI method | Published biomedical AI method | Published biomedical AI method | — |
| Input data | Target protein 3D coordinates; AF2/MPNN workflow and target interface constraints | Target context; design constraints | Target atomic geometry; designed region and constraints | — |
| Output data | Candidate binder sequences; modeled protein complexes | Binder sequence and structure candidates | Generated protein all-atom structures | — |
| Validation | Requires independent dataset-specific evaluation | Requires independent dataset-specific evaluation | Requires independent dataset-specific evaluation | — |
| Type | ثبت‌نشده | ثبت‌نشده | ثبت‌نشده | — |
| Intended use | ثبت‌نشده | ثبت‌نشده | ثبت‌نشده | — |
| Compatibility | ثبت‌نشده | ثبت‌نشده | ثبت‌نشده | — |