0.19 spearman
ESM-1b (mut mean) · FLIP GB1-2-VS-REST · Spearman correlation
- Tested configuration
- ESM-1b (mut mean)
- Task
- FLIP GB1-2-VS-REST: GB1 fitness prediction, 2-vs-rest split
- Dataset subset
- FLIP GB1, 2-vs-rest split (FLIP split)
- Procedure
- Trained on the split's training set with ten percent held out for validation, scored on its test set.
- Evaluation
- ESM-1b (mut mean) on FLIP GB1-2-VS-REST: GB1 fitness prediction, 2-vs-rest split
- Evidence
- Author-reported evaluation · source checkedflip primary benchmark evidence · Table 4, row(ESM-1b (mut mean)), column(2-vs-rest)
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.
Methods and reproduction
FLIP evaluation of ESM-1b (mut mean) on GB1 fitness prediction, 2-vs-rest split, scored with Spearman correlation.
- task
- FLIP GB1-2-VS-REST: GB1 fitness prediction, 2-vs-rest split
- configuration
- ESM-1b (mut mean)
- dataset subset
- FLIP GB1, 2-vs-rest split (FLIP split)
- Split
- Not reported
- Adaptation
- Not reported
- Scoring implementation
- Spearman correlation
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.
Evaluation results
Release 2026-09-17-134cd1815de8 · 1 evaluation · 1 metric row. 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 |
|---|---|---|
| ESM-1b (mut mean) on FLIP GB1-2-VS-REST: GB1 fitness prediction, 2-vs-rest split Configuration: ESM-1b (mut mean)Task: FLIP GB1-2-VS-REST: GB1 fitness prediction, 2-vs-rest splitDataset subset: FLIP GB1, 2-vs-rest split (FLIP split) Trained on the split's training set with ten percent held out for validation, scored on its test set. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.19 spearman Unit: correlation · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedflip primary benchmark evidence · Table 4, row(ESM-1b (mut mean)), column(2-vs-rest) 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.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Reported result 0.19 Individual claims | flip primary benchmark evidence Table 4, row(ESM-1b (mut mean)), column(2-vs-rest) Version: 2021 manuscript | source checked Deterministic parse of the pinned PDF text layer, with row counts asserted per table · 2026-09-18 author reported Audit detailsSource checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied. Field: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. Extraction artifact SHA-256: |
Sources and history
Release 2026-09-17-134cd1815de8 · Record review: source checked
1 source records and release history
- flip primary benchmark evidence · Original source · 2021 manuscript
Technical metadata and extraction receipts
Stable ID: flip-result-esm-1b-mut-mean-gb1-2-vs-rest-spearman
- areas
- proteins-complexes
- tasks
- GB1 fitness prediction, 2-vs-rest split
- metric
- spearman
- metric direction
- higher
- unit
- correlation
- printed value
- 0.19
- numeric value
- 0.19
- uncertainty
- Not reported
- source locator
- Table 4, row(ESM-1b (mut mean)), column(2-vs-rest)
- missing metadata
- denominator: unextracted; seeds: unreported
- review
- method: Deterministic parse of the pinned PDF text layer, with row counts asserted per table; reviewer: Codex research agent; no human review claimed; date: 2026-09-18; artifact sha256: afcf360c88a7a4ae153b3c2d8d4fa6d4ac0abe84f2131b94409abff6447ce363; retrieval url: https://flip.protein.properties/assets/FLIP_2021_manuscript.pdf; notes: Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied.