ProteinGym indel DMS assays (ProteinGym split)
The split of ProteinGym indel DMS assays that ProteinGym evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits.
Subset and evaluation context
This record describes a particular subset or cohort used in an evaluation. Its results do not describe the full dataset.
Evaluation results
Release 2026-09-17-134cd1815de8 · 36 evaluations · 36 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 |
|---|---|---|
| HMM on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC Configuration: HMMTask: ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUCDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.744 auc Unit: fraction · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(HMM), column(Zero-shot indels, all assays, AUC) Source checking is not independent reproduction. |
| HMM on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman Configuration: HMMTask: ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.389 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(HMM), column(Zero-shot indels, all assays, Spearman) Source checking is not independent reproduction. |
| HMM on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman Configuration: HMMTask: ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.518 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(HMM), column(Zero-shot indels, designed or natural assays, Spearman) Source checking is not independent reproduction. |
| HMM on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman Configuration: HMMTask: ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.373 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(HMM), column(Zero-shot indels, library assays, Spearman) Source checking is not independent reproduction. |
| ProGen2 M on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC Configuration: ProGen2 MTask: ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUCDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.776 auc Unit: fraction · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(models ProGen2 M), column(Zero-shot indels, all assays, AUC) Source checking is not independent reproduction. |
| ProGen2 M on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman Configuration: ProGen2 MTask: ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.465 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(models ProGen2 M), column(Zero-shot indels, all assays, Spearman) Source checking is not independent reproduction. |
| ProGen2 M on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman Configuration: ProGen2 MTask: ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.205 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(models ProGen2 M), column(Zero-shot indels, designed or natural assays, Spearman) Source checking is not independent reproduction. |
| ProGen2 M on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman Configuration: ProGen2 MTask: ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.472 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(models ProGen2 M), column(Zero-shot indels, library assays, Spearman) Source checking is not independent reproduction. |
| ProtGPT2 on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC Configuration: ProtGPT2Task: ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUCDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.620 auc Unit: fraction · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(language ProtGPT2), column(Zero-shot indels, all assays, AUC) Source checking is not independent reproduction. |
| ProtGPT2 on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman Configuration: ProtGPT2Task: ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.191 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(language ProtGPT2), column(Zero-shot indels, all assays, Spearman) Source checking is not independent reproduction. |
| ProtGPT2 on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman Configuration: ProtGPT2Task: ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.128 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(language ProtGPT2), column(Zero-shot indels, designed or natural assays, Spearman) Source checking is not independent reproduction. |
| ProtGPT2 on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman Configuration: ProtGPT2Task: ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.185 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(language ProtGPT2), column(Zero-shot indels, library assays, Spearman) Source checking is not independent reproduction. |
| PROVEAN on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC Configuration: PROVEANTask: ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUCDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.725 auc Unit: fraction · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(PROVEAN), column(Zero-shot indels, all assays, AUC) Source checking is not independent reproduction. |
| PROVEAN on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman Configuration: PROVEANTask: ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.347 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(PROVEAN), column(Zero-shot indels, all assays, Spearman) Source checking is not independent reproduction. |
| PROVEAN on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman Configuration: PROVEANTask: ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.585 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(PROVEAN), column(Zero-shot indels, designed or natural assays, Spearman) Source checking is not independent reproduction. |
| PROVEAN on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman Configuration: PROVEANTask: ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.306 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(PROVEAN), column(Zero-shot indels, library assays, Spearman) Source checking is not independent reproduction. |
| RITA L on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC Configuration: RITA LTask: ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUCDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.773 auc Unit: fraction · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(Protein RITA L), column(Zero-shot indels, all assays, AUC) Source checking is not independent reproduction. |
| RITA L on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman Configuration: RITA LTask: ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.457 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(Protein RITA L), column(Zero-shot indels, all assays, Spearman) Source checking is not independent reproduction. |
| RITA L on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman Configuration: RITA LTask: ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.519 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(Protein RITA L), column(Zero-shot indels, designed or natural assays, Spearman) Source checking is not independent reproduction. |
| RITA L on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman Configuration: RITA LTask: ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.443 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(Protein RITA L), column(Zero-shot indels, library assays, Spearman) Source checking is not independent reproduction. |
| TranceptEVE M on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC Configuration: TranceptEVE MTask: ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUCDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.754 auc Unit: fraction · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(TranceptEVE M), column(Zero-shot indels, all assays, AUC) Source checking is not independent reproduction. |
| TranceptEVE M on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman Configuration: TranceptEVE MTask: ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.424 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(TranceptEVE M), column(Zero-shot indels, all assays, Spearman) Source checking is not independent reproduction. |
| TranceptEVE M on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman Configuration: TranceptEVE MTask: ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.587 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(TranceptEVE M), column(Zero-shot indels, designed or natural assays, Spearman) Source checking is not independent reproduction. |
| TranceptEVE M on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman Configuration: TranceptEVE MTask: ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, SpearmanDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.426 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(TranceptEVE M), column(Zero-shot indels, library assays, Spearman) Source checking is not independent reproduction. |
| Tranception L on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC Configuration: Tranception LTask: ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUCDataset subset: ProteinGym indel DMS assays (ProteinGym split) Zero-shot scoring of insertion and deletion assays, split by how the test sequences were generated. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.741 auc Unit: fraction · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Table 4, row(Tranception L), column(Zero-shot indels, all assays, AUC) 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.
2 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| description The split of ProteinGym indel DMS assays that ProteinGym evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits. Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name ProteinGym indel DMS assays (ProteinGym split) Context-only references | ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design No field-specific location recorded Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Sources and history
Release 2026-09-17-134cd1815de8 · Record review: source checked
1 source records and release history
- ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design · Original source · Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
Technical metadata and extraction receipts
Stable ID: proteingym-dataset-proteingym-indel-dms-assays
- areas
- proteins-complexes
- missing metadata
- version: unreported; url: unextracted
Related records
- dataset: HMM on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC
- dataset: HMM on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman
- dataset: HMM on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman
- dataset: HMM on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman
- dataset: ProGen2 M on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC
- dataset: ProGen2 M on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman
- dataset: ProGen2 M on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman
- dataset: ProGen2 M on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman
- dataset: ProtGPT2 on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC
- dataset: ProtGPT2 on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman
- dataset: ProtGPT2 on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman
- dataset: ProtGPT2 on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman
- dataset: PROVEAN on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC
- dataset: PROVEAN on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman
- dataset: PROVEAN on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman
- dataset: PROVEAN on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman
- dataset: RITA L on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC
- dataset: RITA L on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman
- dataset: RITA L on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman
- dataset: RITA L on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman
- dataset: TranceptEVE M on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC
- dataset: TranceptEVE M on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman
- dataset: TranceptEVE M on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman
- dataset: TranceptEVE M on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman
- dataset: Tranception L on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC
- dataset: Tranception L on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman
- dataset: Tranception L on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman
- dataset: Tranception L on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman
- dataset: Tranception M on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC
- dataset: Tranception M on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman
- dataset: Tranception M on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman
- dataset: Tranception M on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman
- dataset: WaveNet on ProteinGym ZS-INDEL-AUC: Zero-shot indels, all assays, AUC
- dataset: WaveNet on ProteinGym ZS-INDEL-SPEARMAN-ALL: Zero-shot indels, all assays, Spearman
- dataset: WaveNet on ProteinGym ZS-INDEL-SPEARMAN-DESIGNED: Zero-shot indels, designed or natural assays, Spearman
- dataset: WaveNet on ProteinGym ZS-INDEL-SPEARMAN-LIBRARY: Zero-shot indels, library assays, Spearman