Spearman of ESM-1b (mut mean) on FLIP AAV, 1-vs-rest split (FLIP split)
0.31 Spearman
Methods
- Tested configuration
- ESM-1b (mut mean)
- Task
- FLIP AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split
- Dataset subset
- FLIP AAV, 1-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 AAV-1-VS-REST: AAV fitness prediction, 1-vs-rest split
- Coverage
- Not reported scored / Not reported eligible
- Uncertainty
- Not yet extracted
- Evidence
- Author-reported evaluation · source checkedflip primary benchmark evidence · Table 5, row(ESM-1b (mut mean)), column(1-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.
Reproduction
- 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.
Evidence
Source checking verifies the cited claim or transcription. It does not establish 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 0.31 Individual claims | flip primary benchmark evidence Table 5, row(ESM-1b (mut mean)), column(1-vs-rest) Version: 2021 manuscript | source checked ["pdf-text-parse"] · 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 2026-11-02-a7f03c9e55a5 · Record review: source checked
1 source record and release history
- flip primary benchmark evidence · Original source · 2021 manuscript
Technical metadata and extraction receipts
Stable ID: flip-result-esm-1b-mut-mean-aav-1-vs-rest-spearman
- areas
- proteins-complexes
- tasks
- AAV fitness prediction, 1-vs-rest split
- metric
- spearman-correlation
- metric direction
- higher
- unit
- unitless
- printed value
- 0.31
- numeric value
- 0.31
- source locator
- Table 5, row(ESM-1b (mut mean)), column(1-vs-rest)
- missing metadata
- denominator: reason: unextracted; seeds: reason: unreported; uncertainty: reason: unextracted
- review
- method: pdf-text-parse; reviewer: codex; date: 2026-09-18; artifact sha256: afcf360c88a7a4ae153b3c2d8d4fa6d4ac0abe84f2131b94409abff6447ce363; retrieval url: https://flip.protein.properties/assets/FLIP_2021_manuscript.pdf; method note: pinned PDF text layer; row counts asserted per table; reviewer note: role: research agent; no human review claimed; note: Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied.