rewirebio.iobenchmarks
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RhoMax + retinal

Graph attention on predicted pocket structures with retinal.

5 evaluations · 20 results

Overview

An explanatory profile has not yet been reviewed for this record.

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

Evaluations and results

5 evaluations · 20 results. Different protocols are not a single leaderboard.

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Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout mean
Dataset subset: RhoMax mean test population
0.057 ± 0.05 MAE
electronvolt · lower

Uncertainty: SD 0.05

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 MAE
nanometre · lower

Uncertainty: SD 11.7

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
electronvolt · lower

Uncertainty: Not reported by the source

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
nanometre · lower

Uncertainty: Not reported by the source

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: RhoMax + retinalProtocol: RhoMax WT-background holdout split 1
Dataset subset: RhoMax split 1 test population
0.046 ± 0.06 MAE
electronvolt · lower

Uncertainty: SD 0.06

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 MAE
nanometre · lower

Uncertainty: SD 12.2

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
electronvolt · lower

Uncertainty: Not reported by the source

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
nanometre · lower

Uncertainty: Not reported by the source

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: RhoMax + retinalProtocol: RhoMax WT-background holdout split 2
Dataset subset: RhoMax split 2 test population
0.045 ± 0.04 MAE
electronvolt · lower

Uncertainty: SD 0.04

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 MAE
nanometre · lower

Uncertainty: SD 9.3

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
electronvolt · lower

Uncertainty: Not reported by the source

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
nanometre · lower

Uncertainty: Not reported by the source

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: RhoMax + retinalProtocol: RhoMax WT-background holdout split 3
Dataset subset: RhoMax split 3 test population
0.045 ± 0.05 MAE
electronvolt · lower

Uncertainty: SD 0.05

Coverage: Not reported scored / Not reported eligible

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

RhoMax + retinal / split 3

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 3, column mean and standard deviation rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 3
Dataset subset: RhoMax split 3 test population
9.99 ± 11.6 MAE
nanometre · lower

Uncertainty: SD 11.6

Coverage: Not reported scored / Not reported eligible

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

RhoMax + retinal / split 3

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row split 3, column mean and standard deviation rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 3
Dataset subset: RhoMax split 3 test population
0.026 Median absolute error
electronvolt · lower

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

RhoMax + retinal / split 3

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 3, column median rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 3
Dataset subset: RhoMax split 3 test population
5.85 Median absolute error
nanometre · lower

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

RhoMax + retinal / split 3

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row split 3, column median rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 4
Dataset subset: RhoMax split 4 test population
0.090 ± 0.06 MAE
electronvolt · lower

Uncertainty: SD 0.06

Coverage: Not reported scored / Not reported eligible

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

RhoMax + retinal / split 4

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 4, column mean and standard deviation rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 4
Dataset subset: RhoMax split 4 test population
23.33 ± 13.7 MAE
nanometre · lower

Uncertainty: SD 13.7

Coverage: Not reported scored / Not reported eligible

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

RhoMax + retinal / split 4

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row split 4, column mean and standard deviation rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 4
Dataset subset: RhoMax split 4 test population
0.09 Median absolute error
electronvolt · lower

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

RhoMax + retinal / split 4

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, eV block, row split 4, column median rhomax-retinal
Configuration: RhoMax + retinalProtocol: RhoMax WT-background holdout split 4
Dataset subset: RhoMax split 4 test population
23.7 Median absolute error
nanometre · lower

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

RhoMax + retinal / split 4

Not reported

Aggregation: Not reported

RhoMax 2024 primary article · Table 1, nm block, row split 4, column median rhomax-retinal

Source checking is not independent reproduction. Release 2026-11-02-a7f03c9e55a5.

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Related profile: RhoMax. This page retains the exact record and its evaluation context.

Evidence

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Evidence table

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2 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-11-02-a7f03c9e55a5
Property and statementOriginal source and locationReview and provenance
Facets: method types
1 values
  • supervised_machine_learning
Individual claims
RhoMax 2024 primary article

Original source ↗

RhoMax Methods: a graph neural network trained on structures

Version: 2024 journal article; XML pinned by SHA-256
Retrieved: 2026-09-30

conflicting claim

["source-hash-verification","automated-source-review"] · 2026-10-12

Audit details

Correct the method type from none to supervised_machine_learning (use-case baseline review 2026-10-12, table 1). Evidence from docs/reviews/use-cases/baselines-2026-10-12.md. Independent review 2026-10-12: approved. See docs/reviews/2026-10-12-method-type-corrections.md.

Conflicting source claim: "[\"supervised_machine_learning\"]". Claim record status: source_checked.

Field: facets.method_types

Claim: metadata-correction-tags-20261012-a9c09627cbc8f39a0ed9

Source artifact SHA-256: 93814dd95c40cb109d592c2917728dc568c0445571e08180b188e726a4bd8f19

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Extraction artifact SHA-256: 93814dd95c40cb109d592c2917728dc568c0445571e08180b188e726a4bd8f19

Extraction artifact

Relationship: configuration of
uc20260930-model-rhomax
Individual claims
RhoMax 2024 primary article

Original source ↗

Table 1; Comparison to Previous Methods; Network Architecture

Version: 2024 journal article; XML pinned by SHA-256
Retrieved: 2026-09-30

source checked

["automated-source-review"] · 2026-09-30T21:40:59.576893+00:00

Audit details

Field: links:configuration_of:uc20260930-model-rhomax

Claim: uc20260930-config-family-eb1f4570d412714b

Source artifact SHA-256: 93814dd95c40cb109d592c2917728dc568c0445571e08180b188e726a4bd8f19

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Sources and history

Release 2026-11-02-a7f03c9e55a5 · Record review: source checked

1 source record and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: uc20260930-rhomax-config-rhomax-retinal

areas
proteins-complexes
method types
supervised_machine_learning
source locator
See linked evaluation and result locators
missing metadata
checkpoint hash: reason: unextracted
review
method: automated-source-review; reviewer: codex; 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.; reviewer note: role: experimental use-case curation
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