0.850 ± 0.007 ndcg
ESMC-300M naive supervised · ndcg · Amylase
- Tested configuration
- ESMC-300M naive supervised
- Protocol
- FLIP2 Amylase one-to-many; held-out test set · Amylase
- Dataset subset
- Amylase
- Procedure
- FLIP2 Amylase one-to-many; held-out test set
- Evaluation
- ESMC-300M naive supervised · FLIP2 Amylase one-to-many; held-out test set · Amylase
- Evidence
- Author-reported evaluation · source checkedFLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications · Table A1; row ESMC-300M naive supervised; column ndcg
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: discovered. Source checked does not mean independently reproduced.
Evaluation results
Release 2026-09-19-eb6149e5d766 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard. Charts retain each source table’s protocol and dataset.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| ESMC-300M naive supervised · FLIP2 Amylase one-to-many; held-out test set · Amylase Configuration: ESMC-300M naive supervisedProtocol: FLIP2 Amylase one-to-many; held-out test set · AmylaseDataset subset: Amylase FLIP2 Amylase one-to-many; held-out test set Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.850 ± 0.007 ndcg Unit: unitless · Direction: higher Aggregation: mean of five random-seed fits (Section 4.3) | Uncertainty: printed spread: 0.007; type: unreported; value: 0.007 Scored: Not reported · Eligible: Not reported | source checkedFLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications · Table A1; row ESMC-300M naive supervised; column ndcg Source checking is not independent reproduction. |
Methods and reproduction
FLIP2 Amylase one-to-many; held-out test set; Amylase. Source checked, not independently reproduced.
- configuration
- ESMC-300M naive supervised
- protocol
- FLIP2 Amylase one-to-many; held-out test set · Amylase
- dataset subset
- Amylase
- Split
- one-to-many
- Adaptation
- random-initialized supervised training
- 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 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 0.850 ± 0.007 Individual claims | FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications Table A1; row ESMC-300M naive supervised; column ndcg Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | source checked independent automated cell check and ai scope review · 2026-09-19 author reported Audit detailsTranscription checked independently. No human review or scientific reproduction claimed. Field: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. Extraction artifact SHA-256: |
Sources and history
View linked audit checks and correction history
Release 2026-09-19-eb6149e5d766 · Record review: source checked
1 source records and release history
- FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications · Original source · Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
Technical metadata and extraction receipts
Stable ID: acquired-result-19e6adaa0c9d64aad347
- metric
- ndcg
- metric direction
- higher
- unit
- unitless
- printed value
- 0.850 ± 0.007
- numeric value
- 0.85
- uncertainty
- printed spread: 0.007; type: unreported; value: 0.007
- aggregation
- mean of five random-seed fits (Section 4.3)
- scoring conditions
- adaptation: random-initialized supervised training; aggregation: mean of five random-seed fits (Section 4.3); checkpoint hash: Not reported; comparison scope: Table A1, same metric only; eligible count: Not reported; scored count: Not reported; seed count: 5; spread definition: unreported in inspected text; do not infer standard deviation
- source locator
- Table A1; row ESMC-300M naive supervised; column ndcg
- acquisition candidate id
- flip2-a1-9-ndcg
- missing metadata
- denominator: unreported
- review
- method: independent_automated_cell_check_and_ai_scope_review; date: 2026-09-19; artifact sha256: d0e61ca27863c023adddcc225a3e4af1718f2e3fdfe3642bef89c24c93621a17; receipt: data/omics/acquisition/2026-09-19/proteins/; notes: Transcription checked independently. No human review or scientific reproduction claimed.