The split of Co-generated structures and sequences at fixed lengths that ProteinBench evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits.
76 evaluations · 76 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-100-DIVERSITY-MAX-CLUST: length 100, Diversity Max Clust. Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.64 Proteinbench max clust fraction · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-100-DIVERSITY-MAX-CLUST: length 100, Diversity Max Clust. Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 100, Diversity Max Clust. ↑) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-100-NOVELTY-MAX-TM: length 100, Novelty Max TM Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.41 Proteinbench max TM unitless · lower Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-100-NOVELTY-MAX-TM: length 100, Novelty Max TM Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 100, Novelty Max TM ↓) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-100-QUALITY-SCRMSD: length 100, Quality scRMSD Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 13.80 ± 10.51 Scrmsd unit-unreported · lower Uncertainty: SD 10.51 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-100-QUALITY-SCRMSD: length 100, Quality scRMSD Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 100, Quality scRMSD ↓) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-100-QUALITY-SCTM: length 100, Quality scTM Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.72 ± 0.19 Sctm unitless · higher Uncertainty: SD 0.19 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-100-QUALITY-SCTM: length 100, Quality scTM Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 100, Quality scTM ↑) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-200-DIVERSITY-MAX-CLUST: length 200, Diversity Max Clust. Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.63 Proteinbench max clust fraction · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-200-DIVERSITY-MAX-CLUST: length 200, Diversity Max Clust. Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 200, Diversity Max Clust. ↑) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-200-NOVELTY-MAX-TM: length 200, Novelty Max TM Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.61 Proteinbench max TM unitless · lower Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-200-NOVELTY-MAX-TM: length 200, Novelty Max TM Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 200, Novelty Max TM ↓) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-200-QUALITY-SCRMSD: length 200, Quality scRMSD Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 21.18 ± 16.19 Scrmsd unit-unreported · lower Uncertainty: SD 16.19 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-200-QUALITY-SCRMSD: length 200, Quality scRMSD Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 200, Quality scRMSD ↓) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-200-QUALITY-SCTM: length 200, Quality scTM Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.63 ± 0.20 Sctm unitless · higher Uncertainty: SD 0.20 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-200-QUALITY-SCTM: length 200, Quality scTM Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 200, Quality scTM ↑) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-300-DIVERSITY-MAX-CLUST: length 300, Diversity Max Clust. Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.52 Proteinbench max clust fraction · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-300-DIVERSITY-MAX-CLUST: length 300, Diversity Max Clust. Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 300, Diversity Max Clust. ↑) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-300-NOVELTY-MAX-TM: length 300, Novelty Max TM Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.73 Proteinbench max TM unitless · lower Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-300-NOVELTY-MAX-TM: length 300, Novelty Max TM Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 300, Novelty Max TM ↓) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-300-QUALITY-SCRMSD: length 300, Quality scRMSD Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 25.5 ± 20.68 Scrmsd unit-unreported · lower Uncertainty: SD 20.68 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-300-QUALITY-SCRMSD: length 300, Quality scRMSD Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 300, Quality scRMSD ↓) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-300-QUALITY-SCTM: length 300, Quality scTM Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.59 ± 0.21 Sctm unitless · higher Uncertainty: SD 0.21 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-300-QUALITY-SCTM: length 300, Quality scTM Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 300, Quality scTM ↑) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-500-DIVERSITY-MAX-CLUST: length 500, Diversity Max Clust. Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.46 Proteinbench max clust fraction · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-500-DIVERSITY-MAX-CLUST: length 500, Diversity Max Clust. Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 500, Diversity Max Clust. ↑) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-500-NOVELTY-MAX-TM: length 500, Novelty Max TM Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.78 Proteinbench max TM unitless · lower Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-500-NOVELTY-MAX-TM: length 500, Novelty Max TM Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 500, Novelty Max TM ↓) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-500-QUALITY-SCRMSD: length 500, Quality scRMSD Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 26.72 ± 21.08 Scrmsd unit-unreported · lower Uncertainty: SD 21.08 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-500-QUALITY-SCRMSD: length 500, Quality scRMSD Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 500, Quality scRMSD ↓) |
| Configuration: ESM3 | Task: ProteinBench CO-LENGTH-500-QUALITY-SCTM: length 500, Quality scTM Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.64 ± 0.20 Sctm unitless · higher Uncertainty: SD 0.20 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceESM3 on ProteinBench CO-LENGTH-500-QUALITY-SCTM: length 500, Quality scTM Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(ESM3*), column(length 500, Quality scTM ↑) |
| Configuration: Multiflow | Task: ProteinBench CO-LENGTH-100-DIVERSITY-MAX-CLUST: length 100, Diversity Max Clust. Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.33 Proteinbench max clust fraction · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceMultiflow on ProteinBench CO-LENGTH-100-DIVERSITY-MAX-CLUST: length 100, Diversity Max Clust. Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(Multiflow), column(length 100, Diversity Max Clust. ↑) |
| Configuration: Multiflow | Task: ProteinBench CO-LENGTH-100-NOVELTY-MAX-TM: length 100, Novelty Max TM Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.71 Proteinbench max TM unitless · lower Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceMultiflow on ProteinBench CO-LENGTH-100-NOVELTY-MAX-TM: length 100, Novelty Max TM Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(Multiflow), column(length 100, Novelty Max TM ↓) |
| Configuration: Multiflow | Task: ProteinBench CO-LENGTH-100-QUALITY-SCRMSD: length 100, Quality scRMSD Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 1.10 ± 0.71 Scrmsd unit-unreported · lower Uncertainty: SD 0.71 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceMultiflow on ProteinBench CO-LENGTH-100-QUALITY-SCRMSD: length 100, Quality scRMSD Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(Multiflow), column(length 100, Quality scRMSD ↓) |
| Configuration: Multiflow | Task: ProteinBench CO-LENGTH-100-QUALITY-SCTM: length 100, Quality scTM Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.96 ± 0.04 Sctm unitless · higher Uncertainty: SD 0.04 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceMultiflow on ProteinBench CO-LENGTH-100-QUALITY-SCTM: length 100, Quality scTM Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(Multiflow), column(length 100, Quality scTM ↑) |
| Configuration: Multiflow | Task: ProteinBench CO-LENGTH-200-DIVERSITY-MAX-CLUST: length 200, Diversity Max Clust. Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.42 Proteinbench max clust fraction · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceMultiflow on ProteinBench CO-LENGTH-200-DIVERSITY-MAX-CLUST: length 200, Diversity Max Clust. Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(Multiflow), column(length 200, Diversity Max Clust. ↑) |
| Configuration: Multiflow | Task: ProteinBench CO-LENGTH-200-NOVELTY-MAX-TM: length 200, Novelty Max TM Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.71 Proteinbench max TM unitless · lower Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceMultiflow on ProteinBench CO-LENGTH-200-NOVELTY-MAX-TM: length 200, Novelty Max TM Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(Multiflow), column(length 200, Novelty Max TM ↓) |
| Configuration: Multiflow | Task: ProteinBench CO-LENGTH-200-QUALITY-SCRMSD: length 200, Quality scRMSD Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 1.61 ± 1.73 Scrmsd unit-unreported · lower Uncertainty: SD 1.73 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceMultiflow on ProteinBench CO-LENGTH-200-QUALITY-SCRMSD: length 200, Quality scRMSD Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(Multiflow), column(length 200, Quality scRMSD ↓) |
| Configuration: Multiflow | Task: ProteinBench CO-LENGTH-200-QUALITY-SCTM: length 200, Quality scTM Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.95 ± 0.04 Sctm unitless · higher Uncertainty: SD 0.04 Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceMultiflow on ProteinBench CO-LENGTH-200-QUALITY-SCTM: length 200, Quality scTM Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(Multiflow), column(length 200, Quality scTM ↑) |
| Configuration: Multiflow | Task: ProteinBench CO-LENGTH-300-DIVERSITY-MAX-CLUST: length 300, Diversity Max Clust. Dataset subset: Co-generated structures and sequences at fixed lengths (ProteinBench split) | 0.58 Proteinbench max clust fraction · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceMultiflow on ProteinBench CO-LENGTH-300-DIVERSITY-MAX-CLUST: length 300, Diversity Max Clust. Joint structure and sequence generation at a fixed length. Values are the mean and standard deviation over repeated runs. Aggregation: Not reported proteinbench primary benchmark evidence · Table 5, row(Multiflow), column(length 300, Diversity Max Clust. ↑) |
Source checking is not independent reproduction. Release 2026-11-02-a7f03c9e55a5.
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Release 2026-11-02-a7f03c9e55a5 · Evidence verified: Not verified
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2 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Description The split of Co-generated structures and sequences at fixed lengths that ProteinBench evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits. Context-only references | proteinbench primary benchmark evidence No field-specific location recorded Version: 2409.06744v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Name Co-generated structures and sequences at fixed lengths (ProteinBench split) Context-only references | proteinbench primary benchmark evidence No field-specific location recorded Version: 2409.06744v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
Stable ID: proteinbench-dataset-co-generated-structures-and-sequences-at-fixed-lengths