ESM3
Protein model evaluated by the ProteinBench authors under their harness.
Overview
Protein model evaluated by the ProteinBench authors under their harness.
Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.
Evaluations and results
Release 2026-09-17-134cd1815de8 · 26 evaluations · 26 metric rows. Different protocols are not a single leaderboard. Where several source tables report the same metric, the published comparisons above offer a pooled view that names what it does not hold constant.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| ESM3 on ProteinBench CO-LENGTH-100-DIVERSITY-MAX-CLUST: length 100, Diversity Max Clust. Configuration: ESM3Task: ProteinBench CO-LENGTH-100-DIVERSITY-MAX-CLUST: length 100, Diversity Max Clust.Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.64 max-clust Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 100, Diversity Max Clust. ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-100-NOVELTY-MAX-TM: length 100, Novelty Max TM Configuration: ESM3Task: ProteinBench CO-LENGTH-100-NOVELTY-MAX-TM: length 100, Novelty Max TMDataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.41 max-tm Unit: score · Direction: lower | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 100, Novelty Max TM ↓) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-100-QUALITY-SCRMSD: length 100, Quality scRMSD Configuration: ESM3Task: ProteinBench CO-LENGTH-100-QUALITY-SCRMSD: length 100, Quality scRMSDDataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 13.80 ± 10.51 scrmsd Unit: score · Direction: lower | Uncertainty: type: standard deviation; value: 10.51 Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 100, Quality scRMSD ↓) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-100-QUALITY-SCTM: length 100, Quality scTM Configuration: ESM3Task: ProteinBench CO-LENGTH-100-QUALITY-SCTM: length 100, Quality scTMDataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.72 ± 0.19 sctm Unit: score · Direction: higher | Uncertainty: type: standard deviation; value: 0.19 Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 100, Quality scTM ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-200-DIVERSITY-MAX-CLUST: length 200, Diversity Max Clust. Configuration: ESM3Task: ProteinBench CO-LENGTH-200-DIVERSITY-MAX-CLUST: length 200, Diversity Max Clust.Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.63 max-clust Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 200, Diversity Max Clust. ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-200-NOVELTY-MAX-TM: length 200, Novelty Max TM Configuration: ESM3Task: ProteinBench CO-LENGTH-200-NOVELTY-MAX-TM: length 200, Novelty Max TMDataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.61 max-tm Unit: score · Direction: lower | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 200, Novelty Max TM ↓) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-200-QUALITY-SCRMSD: length 200, Quality scRMSD Configuration: ESM3Task: ProteinBench CO-LENGTH-200-QUALITY-SCRMSD: length 200, Quality scRMSDDataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 21.18 ± 16.19 scrmsd Unit: score · Direction: lower | Uncertainty: type: standard deviation; value: 16.19 Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 200, Quality scRMSD ↓) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-200-QUALITY-SCTM: length 200, Quality scTM Configuration: ESM3Task: ProteinBench CO-LENGTH-200-QUALITY-SCTM: length 200, Quality scTMDataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.63 ± 0.20 sctm Unit: score · Direction: higher | Uncertainty: type: standard deviation; value: 0.20 Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 200, Quality scTM ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-300-DIVERSITY-MAX-CLUST: length 300, Diversity Max Clust. Configuration: ESM3Task: ProteinBench CO-LENGTH-300-DIVERSITY-MAX-CLUST: length 300, Diversity Max Clust.Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.52 max-clust Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 300, Diversity Max Clust. ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-300-NOVELTY-MAX-TM: length 300, Novelty Max TM Configuration: ESM3Task: ProteinBench CO-LENGTH-300-NOVELTY-MAX-TM: length 300, Novelty Max TMDataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.73 max-tm Unit: score · Direction: lower | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 300, Novelty Max TM ↓) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-300-QUALITY-SCRMSD: length 300, Quality scRMSD Configuration: ESM3Task: ProteinBench CO-LENGTH-300-QUALITY-SCRMSD: length 300, Quality scRMSDDataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 25.5 ± 20.68 scrmsd Unit: score · Direction: lower | Uncertainty: type: standard deviation; value: 20.68 Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 300, Quality scRMSD ↓) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-300-QUALITY-SCTM: length 300, Quality scTM Configuration: ESM3Task: ProteinBench CO-LENGTH-300-QUALITY-SCTM: length 300, Quality scTMDataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.59 ± 0.21 sctm Unit: score · Direction: higher | Uncertainty: type: standard deviation; value: 0.21 Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 300, Quality scTM ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-500-DIVERSITY-MAX-CLUST: length 500, Diversity Max Clust. Configuration: ESM3Task: ProteinBench CO-LENGTH-500-DIVERSITY-MAX-CLUST: length 500, Diversity Max Clust.Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.46 max-clust Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 500, Diversity Max Clust. ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-500-NOVELTY-MAX-TM: length 500, Novelty Max TM Configuration: ESM3Task: ProteinBench CO-LENGTH-500-NOVELTY-MAX-TM: length 500, Novelty Max TMDataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.78 max-tm Unit: score · Direction: lower | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 500, Novelty Max TM ↓) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-500-QUALITY-SCRMSD: length 500, Quality scRMSD Configuration: ESM3Task: ProteinBench CO-LENGTH-500-QUALITY-SCRMSD: length 500, Quality scRMSDDataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 26.72 ± 21.08 scrmsd Unit: score · Direction: lower | Uncertainty: type: standard deviation; value: 21.08 Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 500, Quality scRMSD ↓) Source checking is not independent reproduction. |
| ESM3 on ProteinBench CO-LENGTH-500-QUALITY-SCTM: length 500, Quality scTM Configuration: ESM3Task: ProteinBench CO-LENGTH-500-QUALITY-SCTM: length 500, Quality scTMDataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.64 ± 0.20 sctm Unit: score · Direction: higher | Uncertainty: type: standard deviation; value: 0.20 Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 500, Quality scTM ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-100-PLDDT: De novo backbones based sequence design, length 100 pLDDT Configuration: ESM3Task: ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-100-PLDDT: De novo backbones based sequence design, length 100 pLDDTDataset subset: CASP, CAMEO and de novo backbones (ProteinBench split) Inverse folding: recover a sequence for a given backbone. Values are the median over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 86.60 plddt Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 2, row(ESM3), column(De novo backbones based sequence design, length 100 pLDDT ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-100-SCTM: De novo backbones based sequence design, length 100 scTM Configuration: ESM3Task: ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-100-SCTM: De novo backbones based sequence design, length 100 scTMDataset subset: CASP, CAMEO and de novo backbones (ProteinBench split) Inverse folding: recover a sequence for a given backbone. Values are the median over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.942 sctm Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 2, row(ESM3), column(De novo backbones based sequence design, length 100 scTM ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-200-PLDDT: De novo backbones based sequence design, length 200 pLDDT Configuration: ESM3Task: ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-200-PLDDT: De novo backbones based sequence design, length 200 pLDDTDataset subset: CASP, CAMEO and de novo backbones (ProteinBench split) Inverse folding: recover a sequence for a given backbone. Values are the median over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 60.69 plddt Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 2, row(ESM3), column(De novo backbones based sequence design, length 200 pLDDT ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-200-SCTM: De novo backbones based sequence design, length 200 scTM Configuration: ESM3Task: ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-200-SCTM: De novo backbones based sequence design, length 200 scTMDataset subset: CASP, CAMEO and de novo backbones (ProteinBench split) Inverse folding: recover a sequence for a given backbone. Values are the median over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.486 sctm Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 2, row(ESM3), column(De novo backbones based sequence design, length 200 scTM ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-300-PLDDT: De novo backbones based sequence design, length 300 pLDDT Configuration: ESM3Task: ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-300-PLDDT: De novo backbones based sequence design, length 300 pLDDTDataset subset: CASP, CAMEO and de novo backbones (ProteinBench split) Inverse folding: recover a sequence for a given backbone. Values are the median over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 70.78 plddt Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 2, row(ESM3), column(De novo backbones based sequence design, length 300 pLDDT ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-300-SCTM: De novo backbones based sequence design, length 300 scTM Configuration: ESM3Task: ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-300-SCTM: De novo backbones based sequence design, length 300 scTMDataset subset: CASP, CAMEO and de novo backbones (ProteinBench split) Inverse folding: recover a sequence for a given backbone. Values are the median over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.632 sctm Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 2, row(ESM3), column(De novo backbones based sequence design, length 300 scTM ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-400-PLDDT: De novo backbones based sequence design, length 400 pLDDT Configuration: ESM3Task: ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-400-PLDDT: De novo backbones based sequence design, length 400 pLDDTDataset subset: CASP, CAMEO and de novo backbones (ProteinBench split) Inverse folding: recover a sequence for a given backbone. Values are the median over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 62.63 plddt Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 2, row(ESM3), column(De novo backbones based sequence design, length 400 pLDDT ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-400-SCTM: De novo backbones based sequence design, length 400 scTM Configuration: ESM3Task: ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-400-SCTM: De novo backbones based sequence design, length 400 scTMDataset subset: CASP, CAMEO and de novo backbones (ProteinBench split) Inverse folding: recover a sequence for a given backbone. Values are the median over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.564 sctm Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 2, row(ESM3), column(De novo backbones based sequence design, length 400 scTM ↑) Source checking is not independent reproduction. |
| ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-500-PLDDT: De novo backbones based sequence design, length 500 pLDDT Configuration: ESM3Task: ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-500-PLDDT: De novo backbones based sequence design, length 500 pLDDTDataset subset: CASP, CAMEO and de novo backbones (ProteinBench split) Inverse folding: recover a sequence for a given backbone. Values are the median over repeated runs. Author-reported evaluation · Evaluation metadata: source checked | ||
| 59.37 plddt Unit: score · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedproteinbench primary benchmark evidence · Table 2, row(ESM3), column(De novo backbones based sequence design, length 500 pLDDT ↑) Source checking is not independent reproduction. |
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
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Sources and history
Release 2026-09-17-134cd1815de8 · Record review: source checked
1 source records and release history
- proteinbench primary benchmark evidence · Original source · 2409.06744v1
Technical metadata and extraction receipts
Stable ID: proteinbench-method-esm3
- areas
- proteins-complexes
- source locator
- Table 2, row(ESM3)
- missing metadata
- checkpoint revision: unreported; parameters: unextracted
Related records
- model: ESM3 on ProteinBench CO-LENGTH-100-DIVERSITY-MAX-CLUST: length 100, Diversity Max Clust.
- model: ESM3 on ProteinBench CO-LENGTH-100-NOVELTY-MAX-TM: length 100, Novelty Max TM
- model: ESM3 on ProteinBench CO-LENGTH-100-QUALITY-SCRMSD: length 100, Quality scRMSD
- model: ESM3 on ProteinBench CO-LENGTH-100-QUALITY-SCTM: length 100, Quality scTM
- model: ESM3 on ProteinBench CO-LENGTH-200-DIVERSITY-MAX-CLUST: length 200, Diversity Max Clust.
- model: ESM3 on ProteinBench CO-LENGTH-200-NOVELTY-MAX-TM: length 200, Novelty Max TM
- model: ESM3 on ProteinBench CO-LENGTH-200-QUALITY-SCRMSD: length 200, Quality scRMSD
- model: ESM3 on ProteinBench CO-LENGTH-200-QUALITY-SCTM: length 200, Quality scTM
- model: ESM3 on ProteinBench CO-LENGTH-300-DIVERSITY-MAX-CLUST: length 300, Diversity Max Clust.
- model: ESM3 on ProteinBench CO-LENGTH-300-NOVELTY-MAX-TM: length 300, Novelty Max TM
- model: ESM3 on ProteinBench CO-LENGTH-300-QUALITY-SCRMSD: length 300, Quality scRMSD
- model: ESM3 on ProteinBench CO-LENGTH-300-QUALITY-SCTM: length 300, Quality scTM
- model: ESM3 on ProteinBench CO-LENGTH-500-DIVERSITY-MAX-CLUST: length 500, Diversity Max Clust.
- model: ESM3 on ProteinBench CO-LENGTH-500-NOVELTY-MAX-TM: length 500, Novelty Max TM
- model: ESM3 on ProteinBench CO-LENGTH-500-QUALITY-SCRMSD: length 500, Quality scRMSD
- model: ESM3 on ProteinBench CO-LENGTH-500-QUALITY-SCTM: length 500, Quality scTM
- model: ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-100-PLDDT: De novo backbones based sequence design, length 100 pLDDT
- model: ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-100-SCTM: De novo backbones based sequence design, length 100 scTM
- model: ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-200-PLDDT: De novo backbones based sequence design, length 200 pLDDT
- model: ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-200-SCTM: De novo backbones based sequence design, length 200 scTM
- model: ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-300-PLDDT: De novo backbones based sequence design, length 300 pLDDT
- model: ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-300-SCTM: De novo backbones based sequence design, length 300 scTM
- model: ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-400-PLDDT: De novo backbones based sequence design, length 400 pLDDT
- model: ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-400-SCTM: De novo backbones based sequence design, length 400 scTM
- model: ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-500-PLDDT: De novo backbones based sequence design, length 500 pLDDT
- model: ESM3 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-500-SCTM: De novo backbones based sequence design, length 500 scTM