0.64 Spearman's rho
TAPE Stability Bepler Spearman rho
- Tested model
- TAPE Bepler
- Task
- TAPE Stability
- Dataset
- TAPE Stability source dataset
- Procedure
- Test 17 one-mutation neighbourhoods around candidate proteins; train on broad experimental design rounds
- Evaluation
- TAPE Stability Bepler leaderboard evaluation
- Coverage
- scored: unreported; eligible: unreported
- Uncertainty
- Not reported
- Evidence
- Author-reported evaluation · source checkedsonglab-cal/tape official source; tape primary benchmark evidence · README.md > Leaderboard > Stability; row Bepler; column Spearman's rho
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: discovered. Source checked does not mean independently reproduced.
Reproduction
- Split
- Test 17 one-mutation neighbourhoods around candidate proteins; train on broad experimental design rounds
- Adaptation
- Supervised pretraining; original TAPE paper task-specific supervised head
- Scoring implementation
- Not reported
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.
2 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Reported result 0.64 Individual claims | tape primary benchmark evidence README.md > Leaderboard > Stability; row Bepler; column Spearman's rho Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1906.08230v1 | source checked automated table parse plus separate source read and manually enumerated row/value cross-check · 2026-09-16T10:35:25.806835+00:00 author reported Audit detailsAll six rows checked for this task. Source checked, not experiment reproduced. Historical README does not resolve exact checkpoint or data release. Field: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Reported result 0.64 Individual claims | songlab-cal/tape official source README.md > Leaderboard > Stability; row Bepler; column Spearman's rho Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 6d345c2b2bbf52cd32cf179325c222afd92aec7e | source checked automated table parse plus separate source read and manually enumerated row/value cross-check · 2026-09-16T10:35:25.806835+00:00 author reported Audit detailsAll six rows checked for this task. Source checked, not experiment reproduced. Historical README does not resolve exact checkpoint or data release. Field: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: source checked
2 source records and release history
- songlab-cal/tape official source · Original source · 6d345c2b2bbf52cd32cf179325c222afd92aec7e
- tape primary benchmark evidence · Original source · 1906.08230v1
Technical metadata and extraction receipts
Stable ID: discovery-result-tape-stability-bepler-spearman-rho
- areas
- protein-function
- metric
- Spearman's rho
- metric direction
- higher
- missing metadata
- denominator: unextracted; seeds: unreported; uncertainty: unreported
- numeric value
- 0.64
- printed value
- 0.64
- review
- method: automated table parse plus separate source read and manually enumerated row/value cross-check; notes: All six rows checked for this task. Source checked, not experiment reproduced. Historical README does not resolve exact checkpoint or data release.; reviewed at: 2026-09-16T10:35:25.806835+00:00; reviewer: Codex research agent; no human review claimed
- source locator
- README.md > Leaderboard > Stability; row Bepler; column Spearman's rho
- uncertainty
- Not reported
- unit
- correlation
Related records
- evaluation: TAPE Stability Bepler leaderboard evaluation