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Model

RhoMax

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

10 evaluations · 40 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

10 evaluations · 40 results. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: RhoMaxProtocol: RhoMax WT-background holdout mean
Dataset subset: RhoMax mean test population
0.050 ± 0.06 mean_absolute_error
eV · lower

Uncertainty: type: standard_deviation; reported spread: 0.06; scope: Printed summary dispersion; pooling procedure not established

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / mean

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row mean, column mean and standard deviation rhomax
Configuration: RhoMaxProtocol: RhoMax WT-background holdout mean
Dataset subset: RhoMax mean test population
10.45 ± 11.6 mean_absolute_error
nm · lower

Uncertainty: type: standard_deviation; reported spread: 11.6; scope: Printed summary dispersion; pooling procedure not established

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / mean

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row mean, column mean and standard deviation rhomax
Configuration: RhoMaxProtocol: RhoMax WT-background holdout mean
Dataset subset: RhoMax mean test population
0.03 median_absolute_error
eV · lower

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / mean

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row mean, column median rhomax
Configuration: RhoMaxProtocol: RhoMax WT-background holdout mean
Dataset subset: RhoMax mean test population
6.83 median_absolute_error
nm · lower

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / mean

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row mean, column median rhomax
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout mean
Dataset subset: RhoMax mean test population
0.057 ± 0.05 mean_absolute_error
eV · lower

Uncertainty: type: standard_deviation; reported spread: 0.05; scope: Printed summary dispersion; pooling procedure not established

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax + retinal / mean

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row mean, column mean and standard deviation rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout mean
Dataset subset: RhoMax mean test population
13.46 ± 11.7 mean_absolute_error
nm · lower

Uncertainty: type: standard_deviation; reported spread: 11.7; scope: Printed summary dispersion; pooling procedure not established

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax + retinal / mean

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row mean, column mean and standard deviation rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout mean
Dataset subset: RhoMax mean test population
0.045 median_absolute_error
eV · lower

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax + retinal / mean

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row mean, column median rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout mean
Dataset subset: RhoMax mean test population
10.9 median_absolute_error
nm · lower

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax + retinal / mean

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row mean, column median rhomax-retinal
Configuration: RhoMaxProtocol: RhoMax WT-background holdout split 1
Dataset subset: RhoMax split 1 test population
0.045 ± 0.06 mean_absolute_error
eV · lower

Uncertainty: type: standard_deviation; reported spread: 0.06; scope: Printed error dispersion within test split

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / split 1

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 1, column mean and standard deviation rhomax
Configuration: RhoMaxProtocol: RhoMax WT-background holdout split 1
Dataset subset: RhoMax split 1 test population
8.85 ± 10.5 mean_absolute_error
nm · lower

Uncertainty: type: standard_deviation; reported spread: 10.5; scope: Printed error dispersion within test split

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / split 1

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row split 1, column mean and standard deviation rhomax
Configuration: RhoMaxProtocol: RhoMax WT-background holdout split 1
Dataset subset: RhoMax split 1 test population
0.025 median_absolute_error
eV · lower

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / split 1

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 1, column median rhomax
Configuration: RhoMaxProtocol: RhoMax WT-background holdout split 1
Dataset subset: RhoMax split 1 test population
5.2 median_absolute_error
nm · lower

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / split 1

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row split 1, column median rhomax
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 1
Dataset subset: RhoMax split 1 test population
0.046 ± 0.06 mean_absolute_error
eV · lower

Uncertainty: type: standard_deviation; reported spread: 0.06; scope: Printed error dispersion within test split

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax + retinal / split 1

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 1, column mean and standard deviation rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 1
Dataset subset: RhoMax split 1 test population
10.29 ± 12.2 mean_absolute_error
nm · lower

Uncertainty: type: standard_deviation; reported spread: 12.2; scope: Printed error dispersion within test split

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax + retinal / split 1

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row split 1, column mean and standard deviation rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 1
Dataset subset: RhoMax split 1 test population
0.027 median_absolute_error
eV · lower

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax + retinal / split 1

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 1, column median rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 1
Dataset subset: RhoMax split 1 test population
6.14 median_absolute_error
nm · lower

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax + retinal / split 1

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row split 1, column median rhomax-retinal
Configuration: RhoMaxProtocol: RhoMax WT-background holdout split 2
Dataset subset: RhoMax split 2 test population
0.034 ± 0.04 mean_absolute_error
eV · lower

Uncertainty: type: standard_deviation; reported spread: 0.04; scope: Printed error dispersion within test split

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / split 2

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 2, column mean and standard deviation rhomax
Configuration: RhoMaxProtocol: RhoMax WT-background holdout split 2
Dataset subset: RhoMax split 2 test population
7.28 ± 10.2 mean_absolute_error
nm · lower

Uncertainty: type: standard_deviation; reported spread: 10.2; scope: Printed error dispersion within test split

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / split 2

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row split 2, column mean and standard deviation rhomax
Configuration: RhoMaxProtocol: RhoMax WT-background holdout split 2
Dataset subset: RhoMax split 2 test population
0.014 median_absolute_error
eV · lower

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / split 2

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 2, column median rhomax
Configuration: RhoMaxProtocol: RhoMax WT-background holdout split 2
Dataset subset: RhoMax split 2 test population
3.4 median_absolute_error
nm · lower

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / split 2

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row split 2, column median rhomax
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 2
Dataset subset: RhoMax split 2 test population
0.045 ± 0.04 mean_absolute_error
eV · lower

Uncertainty: type: standard_deviation; reported spread: 0.04; scope: Printed error dispersion within test split

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax + retinal / split 2

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 2, column mean and standard deviation rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 2
Dataset subset: RhoMax split 2 test population
10.24 ± 9.3 mean_absolute_error
nm · lower

Uncertainty: type: standard_deviation; reported spread: 9.3; scope: Printed error dispersion within test split

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax + retinal / split 2

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row split 2, column mean and standard deviation rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 2
Dataset subset: RhoMax split 2 test population
0.036 median_absolute_error
eV · lower

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax + retinal / split 2

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 2, column median rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 2
Dataset subset: RhoMax split 2 test population
7.95 median_absolute_error
nm · lower

Uncertainty: type: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax + retinal / split 2

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row split 2, column median rhomax-retinal
Configuration: RhoMaxProtocol: RhoMax WT-background holdout split 3
Dataset subset: RhoMax split 3 test population
0.045 ± 0.06 mean_absolute_error
eV · lower

Uncertainty: type: standard_deviation; reported spread: 0.06; scope: Printed error dispersion within test split

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

RhoMax / split 3

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 3, column mean and standard deviation rhomax

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

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Evidence

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Evidence table

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Claims, original sources and review scope · Release 2026-09-30-e37e3ab1284d
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Sources and history

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

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Technical metadata and extraction receipts

Stable ID: uc20260930-model-rhomax

areas
proteins-complexes
source locator
Table 1; Comparison to Previous Methods; Network Architecture
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.
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Family/method identity only; no undocumented checkpoint equivalence.
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