rewire.it
Dataset subset

500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)

Dataset subset reported in Genie 3 primary paper v1, Table 3. Exact split manifest remains unextracted; source-table identity is retained.

Evaluation results

13 evaluations · 65 metric rows. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: Ambient (short)Protocol: Genie 3 short monomer generation designability: Unconditional short monomer Designability
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.97 designability
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

Ambient (short) on Genie 3 short monomer generation designability: Unconditional short monomer Designability

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 12 (Ambient (short)), column Designability
Configuration: Ambient (short)Protocol: Genie 3 short monomer generation diversity-tm-05: Unconditional short monomer Diversity, TM < 0.5
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.76 diversity_tm_05
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

Ambient (short) on Genie 3 short monomer generation diversity-tm-05: Unconditional short monomer Diversity, TM < 0.5

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 12 (Ambient (short)), column Diversity, TM < 0.5
Configuration: Ambient (short)Protocol: Genie 3 short monomer generation diversity-tm-06: Unconditional short monomer Diversity, TM < 0.6
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.93 diversity_tm_06
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

Ambient (short) on Genie 3 short monomer generation diversity-tm-06: Unconditional short monomer Diversity, TM < 0.6

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 12 (Ambient (short)), column Diversity, TM < 0.6
Configuration: Ambient (short)Protocol: Genie 3 short monomer generation novelty-afdb: Unconditional short monomer Novelty, AFDB
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.39 novelty_afdb
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

Ambient (short) on Genie 3 short monomer generation novelty-afdb: Unconditional short monomer Novelty, AFDB

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 12 (Ambient (short)), column Novelty, AFDB
Configuration: Ambient (short)Protocol: Genie 3 short monomer generation novelty-pdb: Unconditional short monomer Novelty, PDB
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.41 novelty_pdb
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

Ambient (short) on Genie 3 short monomer generation novelty-pdb: Unconditional short monomer Novelty, PDB

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 12 (Ambient (short)), column Novelty, PDB
Configuration: FoldFlow 2 (base)Protocol: Genie 3 short monomer generation designability: Unconditional short monomer Designability
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.97 designability
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FoldFlow 2 (base) on Genie 3 short monomer generation designability: Unconditional short monomer Designability

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 4 (FoldFlow 2 (base)), column Designability
Configuration: FoldFlow 2 (base)Protocol: Genie 3 short monomer generation diversity-tm-05: Unconditional short monomer Diversity, TM < 0.5
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.43 diversity_tm_05
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FoldFlow 2 (base) on Genie 3 short monomer generation diversity-tm-05: Unconditional short monomer Diversity, TM < 0.5

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 4 (FoldFlow 2 (base)), column Diversity, TM < 0.5
Configuration: FoldFlow 2 (base)Protocol: Genie 3 short monomer generation diversity-tm-06: Unconditional short monomer Diversity, TM < 0.6
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.77 diversity_tm_06
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FoldFlow 2 (base) on Genie 3 short monomer generation diversity-tm-06: Unconditional short monomer Diversity, TM < 0.6

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 4 (FoldFlow 2 (base)), column Diversity, TM < 0.6
Configuration: FoldFlow 2 (base)Protocol: Genie 3 short monomer generation novelty-afdb: Unconditional short monomer Novelty, AFDB
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.32 novelty_afdb
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FoldFlow 2 (base) on Genie 3 short monomer generation novelty-afdb: Unconditional short monomer Novelty, AFDB

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 4 (FoldFlow 2 (base)), column Novelty, AFDB
Configuration: FoldFlow 2 (base)Protocol: Genie 3 short monomer generation novelty-pdb: Unconditional short monomer Novelty, PDB
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.34 novelty_pdb
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FoldFlow 2 (base) on Genie 3 short monomer generation novelty-pdb: Unconditional short monomer Novelty, PDB

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 4 (FoldFlow 2 (base)), column Novelty, PDB
Configuration: FoldFlow 2 (reft)Protocol: Genie 3 short monomer generation designability: Unconditional short monomer Designability
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.83 designability
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FoldFlow 2 (reft) on Genie 3 short monomer generation designability: Unconditional short monomer Designability

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 5 (FoldFlow 2 (reft)), column Designability
Configuration: FoldFlow 2 (reft)Protocol: Genie 3 short monomer generation diversity-tm-05: Unconditional short monomer Diversity, TM < 0.5
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.44 diversity_tm_05
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FoldFlow 2 (reft) on Genie 3 short monomer generation diversity-tm-05: Unconditional short monomer Diversity, TM < 0.5

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 5 (FoldFlow 2 (reft)), column Diversity, TM < 0.5
Configuration: FoldFlow 2 (reft)Protocol: Genie 3 short monomer generation diversity-tm-06: Unconditional short monomer Diversity, TM < 0.6
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.59 diversity_tm_06
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FoldFlow 2 (reft) on Genie 3 short monomer generation diversity-tm-06: Unconditional short monomer Diversity, TM < 0.6

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 5 (FoldFlow 2 (reft)), column Diversity, TM < 0.6
Configuration: FoldFlow 2 (reft)Protocol: Genie 3 short monomer generation novelty-afdb: Unconditional short monomer Novelty, AFDB
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.36 novelty_afdb
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FoldFlow 2 (reft) on Genie 3 short monomer generation novelty-afdb: Unconditional short monomer Novelty, AFDB

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 5 (FoldFlow 2 (reft)), column Novelty, AFDB
Configuration: FoldFlow 2 (reft)Protocol: Genie 3 short monomer generation novelty-pdb: Unconditional short monomer Novelty, PDB
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.36 novelty_pdb
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FoldFlow 2 (reft) on Genie 3 short monomer generation novelty-pdb: Unconditional short monomer Novelty, PDB

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 5 (FoldFlow 2 (reft)), column Novelty, PDB
Configuration: FrameFlowProtocol: Genie 3 short monomer generation designability: Unconditional short monomer Designability
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.90 designability
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FrameFlow on Genie 3 short monomer generation designability: Unconditional short monomer Designability

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 2 (FrameFlow), column Designability
Configuration: FrameFlowProtocol: Genie 3 short monomer generation diversity-tm-05: Unconditional short monomer Diversity, TM < 0.5
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.50 diversity_tm_05
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FrameFlow on Genie 3 short monomer generation diversity-tm-05: Unconditional short monomer Diversity, TM < 0.5

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 2 (FrameFlow), column Diversity, TM < 0.5
Configuration: FrameFlowProtocol: Genie 3 short monomer generation diversity-tm-06: Unconditional short monomer Diversity, TM < 0.6
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.70 diversity_tm_06
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FrameFlow on Genie 3 short monomer generation diversity-tm-06: Unconditional short monomer Diversity, TM < 0.6

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 2 (FrameFlow), column Diversity, TM < 0.6
Configuration: FrameFlowProtocol: Genie 3 short monomer generation novelty-afdb: Unconditional short monomer Novelty, AFDB
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.33 novelty_afdb
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FrameFlow on Genie 3 short monomer generation novelty-afdb: Unconditional short monomer Novelty, AFDB

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 2 (FrameFlow), column Novelty, AFDB
Configuration: FrameFlowProtocol: Genie 3 short monomer generation novelty-pdb: Unconditional short monomer Novelty, PDB
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.34 novelty_pdb
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

FrameFlow on Genie 3 short monomer generation novelty-pdb: Unconditional short monomer Novelty, PDB

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 2 (FrameFlow), column Novelty, PDB
Configuration: Genie 2Protocol: Genie 3 short monomer generation designability: Unconditional short monomer Designability
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.94 designability
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

Genie 2 on Genie 3 short monomer generation designability: Unconditional short monomer Designability

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 11 (Genie 2), column Designability
Configuration: Genie 2Protocol: Genie 3 short monomer generation diversity-tm-05: Unconditional short monomer Diversity, TM < 0.5
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.62 diversity_tm_05
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

Genie 2 on Genie 3 short monomer generation diversity-tm-05: Unconditional short monomer Diversity, TM < 0.5

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 11 (Genie 2), column Diversity, TM < 0.5
Configuration: Genie 2Protocol: Genie 3 short monomer generation diversity-tm-06: Unconditional short monomer Diversity, TM < 0.6
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.89 diversity_tm_06
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

Genie 2 on Genie 3 short monomer generation diversity-tm-06: Unconditional short monomer Diversity, TM < 0.6

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 11 (Genie 2), column Diversity, TM < 0.6
Configuration: Genie 2Protocol: Genie 3 short monomer generation novelty-afdb: Unconditional short monomer Novelty, AFDB
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.37 novelty_afdb
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

Genie 2 on Genie 3 short monomer generation novelty-afdb: Unconditional short monomer Novelty, AFDB

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 11 (Genie 2), column Novelty, AFDB
Configuration: Genie 2Protocol: Genie 3 short monomer generation novelty-pdb: Unconditional short monomer Novelty, PDB
Dataset subset: 500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
0.39 novelty_pdb
reported score · higher

Uncertainty: Not reported

Coverage: generated per run: 500; repeats: 3; note: Three repeated runs; metric-specific valid subsets not assigned a pooled denominator.

Author-reported evaluation · source checked
Methods, coverage and source

Genie 2 on Genie 3 short monomer generation novelty-pdb: Unconditional short monomer Novelty, PDB

Unconditional short monomer generation: 100 structures at each length 50, 100, 150, 200 and 250 (500 samples per run); 3 repeated runs; Table 3 reports the authors’ average across runs. Designability uses minimum C-alpha scRMSD <2 angstrom across 8 ProteinMPNN sequences refolded with ESMFold. Diversity and novelty use FoldSeek release 10 (2025-01-19); exact definitions and reference sets in Appendix B.1. Method-specific checkpoints and sampling settings remain as Appendix B.2.

Aggregation: Mean over three repeated runs

Genie 3 primary paper v1, Table 3 · PDF page 20, Appendix B.3, Table 3, data row 11 (Genie 2), column Novelty, PDB

Source checking is not independent reproduction. Release 2026-09-23-2b89723c6dd9.

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Claims, original sources and review scope · Release 2026-09-23-2b89723c6dd9
Property and statementOriginal source and locationReview and provenance
description
Dataset subset reported in Genie 3 primary paper v1, Table 3. Exact split manifest remains unextracted; source-table identity is retained.
Context-only references
Genie 3 primary paper v1, Table 3

Original source ↗

No field-specific location recorded

Version: 10.64898/2026.05.01.722168v1; posted 2026-05-05
Retrieved: 2026-09-23T11:22:04.377971+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 43de8eab49ac74ad9141fbe955703a4e5f7879e0a83cbb547de37fc4e1d3e089

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

name
500 generated monomers per run; lengths 50–250 in steps of 50; three runs (Genie 3 short monomer generation split)
Context-only references
Genie 3 primary paper v1, Table 3

Original source ↗

No field-specific location recorded

Version: 10.64898/2026.05.01.722168v1; posted 2026-05-05
Retrieved: 2026-09-23T11:22:04.377971+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: name

Source artifact SHA-256: 43de8eab49ac74ad9141fbe955703a4e5f7879e0a83cbb547de37fc4e1d3e089

Hash scope: Hash scope not separately documented; inspect source record

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Release 2026-09-23-2b89723c6dd9 · Record review: source checked

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Stable ID: genie3-2026-table3-dataset-500-generated-monomers-per-run-lengths-50-250-in-steps-of-50-three-runs

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