Model

FramePool

Named prediction model family identified in the cited primary source. Exact fitted configurations and scores are separate records.

12 evaluations · 12 results

Overview

Named prediction model family identified in the cited primary source. Exact fitted configurations and scores are separate records.

Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.

Evaluations and results

12 evaluations · 12 results. Different protocols are not a single leaderboard.

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Exact evaluated configurations and original reported results
Tested configuration	Protocol and dataset	Finding	Evidence and details
Configuration: FramePool 100	Protocol: FramePool study MRL: Human 25-100nt Dataset subset: Sample MPRA Human 25-100nt	0.884 pearson_r correlation · higher Uncertainty: type: unreported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source FramePool 100 Human 25-100nt Not reported Aggregation: Not reported FramePool 2021 primary article; FramePool Supplementary Table S1 · S1 Table cell E5; row Human 25-100nt, column FramePool 100; main text Evaluating frame pooling on MPRA data identifies Pearson correlation
Configuration: FramePool 50	Protocol: FramePool study MRL: Human 25-100nt Dataset subset: Sample MPRA Human 25-100nt	0.871 pearson_r correlation · higher Uncertainty: type: unreported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source FramePool 50 Human 25-100nt Not reported Aggregation: Not reported FramePool 2021 primary article; FramePool Supplementary Table S1 · S1 Table cell C5; row Human 25-100nt, column FramePool 50; main text Evaluating frame pooling on MPRA data identifies Pearson correlation
Configuration: FramePool Combined	Protocol: FramePool study MRL: Human 25-100nt Dataset subset: Sample MPRA Human 25-100nt	0.894 pearson_r correlation · higher Uncertainty: type: unreported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source FramePool Combined Human 25-100nt Not reported Aggregation: Not reported FramePool 2021 primary article; FramePool Supplementary Table S1 · S1 Table cell F5; row Human 25-100nt, column FramePool Combined; main text Evaluating frame pooling on MPRA data identifies Pearson correlation
Configuration: FramePool 100	Protocol: FramePool study MRL: Human 50nt Dataset subset: Sample MPRA Human 50nt	0.839 pearson_r correlation · higher Uncertainty: type: unreported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source FramePool 100 Human 50nt Not reported Aggregation: Not reported FramePool 2021 primary article; FramePool Supplementary Table S1 · S1 Table cell E4; row Human 50nt, column FramePool 100; main text Evaluating frame pooling on MPRA data identifies Pearson correlation
Configuration: FramePool 50	Protocol: FramePool study MRL: Human 50nt Dataset subset: Sample MPRA Human 50nt	0.882 pearson_r correlation · higher Uncertainty: type: unreported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source FramePool 50 Human 50nt Not reported Aggregation: Not reported FramePool 2021 primary article; FramePool Supplementary Table S1 · S1 Table cell C4; row Human 50nt, column FramePool 50; main text Evaluating frame pooling on MPRA data identifies Pearson correlation
Configuration: FramePool Combined	Protocol: FramePool study MRL: Human 50nt Dataset subset: Sample MPRA Human 50nt	0.867 pearson_r correlation · higher Uncertainty: type: unreported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source FramePool Combined Human 50nt Not reported Aggregation: Not reported FramePool 2021 primary article; FramePool Supplementary Table S1 · S1 Table cell F4; row Human 50nt, column FramePool Combined; main text Evaluating frame pooling on MPRA data identifies Pearson correlation
Configuration: FramePool 100	Protocol: FramePool study MRL: Random 25-100nt Dataset subset: Sample MPRA Random 25-100nt	0.903 pearson_r correlation · higher Uncertainty: type: unreported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source FramePool 100 Random 25-100nt Not reported Aggregation: Not reported FramePool 2021 primary article; FramePool Supplementary Table S1 · S1 Table cell E3; row Random 25-100nt, column FramePool 100; main text Evaluating frame pooling on MPRA data identifies Pearson correlation
Configuration: FramePool 50	Protocol: FramePool study MRL: Random 25-100nt Dataset subset: Sample MPRA Random 25-100nt	0.901 pearson_r correlation · higher Uncertainty: type: unreported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source FramePool 50 Random 25-100nt Not reported Aggregation: Not reported FramePool 2021 primary article; FramePool Supplementary Table S1 · S1 Table cell C3; row Random 25-100nt, column FramePool 50; main text Evaluating frame pooling on MPRA data identifies Pearson correlation
Configuration: FramePool Combined	Protocol: FramePool study MRL: Random 25-100nt Dataset subset: Sample MPRA Random 25-100nt	0.914 pearson_r correlation · higher Uncertainty: type: unreported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source FramePool Combined Random 25-100nt Not reported Aggregation: Not reported FramePool 2021 primary article; FramePool Supplementary Table S1 · S1 Table cell F3; row Random 25-100nt, column FramePool Combined; main text Evaluating frame pooling on MPRA data identifies Pearson correlation
Configuration: FramePool 100	Protocol: FramePool study MRL: Random 50nt Dataset subset: Sample MPRA Random 50nt	0.929 pearson_r correlation · higher Uncertainty: type: unreported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source FramePool 100 Random 50nt Not reported Aggregation: Not reported FramePool 2021 primary article; FramePool Supplementary Table S1 · S1 Table cell E2; row Random 50nt, column FramePool 100; main text Evaluating frame pooling on MPRA data identifies Pearson correlation
Configuration: FramePool 50	Protocol: FramePool study MRL: Random 50nt Dataset subset: Sample MPRA Random 50nt	0.964 pearson_r correlation · higher Uncertainty: type: unreported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source FramePool 50 Random 50nt Not reported Aggregation: Not reported FramePool 2021 primary article; FramePool Supplementary Table S1 · S1 Table cell C2; row Random 50nt, column FramePool 50; main text Evaluating frame pooling on MPRA data identifies Pearson correlation
Configuration: FramePool Combined	Protocol: FramePool study MRL: Random 50nt Dataset subset: Sample MPRA Random 50nt	0.954 pearson_r correlation · higher Uncertainty: type: unreported Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source FramePool Combined Random 50nt Not reported Aggregation: Not reported FramePool 2021 primary article; FramePool Supplementary Table S1 · S1 Table cell F2; row Random 50nt, column FramePool Combined; main text Evaluating frame pooling on MPRA data identifies Pearson correlation

Source checking is not independent reproduction. Release 2026-09-30-e37e3ab1284d.

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Versions and evaluated configurations

FramePool 100 · variant of
FramePool 50 · variant of
FramePool Combined · variant of

Strengths, limitations and unresolved questions

Evidence

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Sources and history

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Release 2026-09-30-e37e3ab1284d · Record review: source checked

2 source records and release history

FramePool 2021 primary article · Original source · 2021 journal article XML; PMC8136849.1
FramePool Supplementary Table S1 · Original source · 2021 published S1 XLSX

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Technical metadata and extraction receipts

Stable ID: uc20260930-model-framepool

areas: rna-transcriptomes
source locator: S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions
review: method: automated_source_review; reviewer: Codex experimental-use-case curation; date: 2026-09-30; reviewed at: 2026-09-30T21:40:59.576893+00:00; scope: Primary-source transcription and catalogue applicability audit; not human scientific review or independent experimental reproduction.
entity level: family
identity scope: Family/method identity only; no undocumented checkpoint equivalence.

Related records

variant of: FramePool 100
variant of: FramePool 50
variant of: FramePool Combined

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