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Evaluation

ESM-2: Mutated RBD binding prediction

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Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified

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Verified: Not verified

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  • dependence: verification is missing

Verified: Not verified

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Evaluation results

1 evaluation · 1 result. 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: ESM-2Task: Mutated RBD binding prediction
Dataset: PRIME mutated RBD
0.0248 R²
unitless · unknown

Uncertainty: ± 0.01

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

ESM-2: Mutated RBD binding prediction

Frozen mean-pooled representation with downstream regression; position-stratified split.

Aggregation: Not reported

PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space · Table 1, ESM-2 8M / Mean / not fine-tuned row, Position-Stratified Split Binding R² column

Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.

Evaluation procedure

Frozen mean-pooled representation with downstream regression; position-stratified split.

Configuration
ESM-2
Task
Mutated RBD binding prediction
Dataset
PRIME mutated RBD
origin
Independent external evaluation
configuration
8M
protocol id
Not reported
dataset version
Not reported
split
position-stratified
population
Not reported
inputs
Not reported
adaptation
Not reported
metric implementation
Not reported
aggregation
Not reported
budget
Not reported

Metadata review: needs review. Unreported conditions prevent automatic comparisons.

Reproduction

Split
position-stratified
Adaptation
Not reported
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

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Evidence table

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One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

17 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statementOriginal source and locationReview and provenance
attributes.comparison.adaptation
Not reported
Context-only references
PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space

Original source ↗

No field-specific location recorded

Version: version of record
Retrieved: 2026-09-16T10:41:16.525183+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: f6aac4c25dd93026f87ce9a2e327c95faf4c3014d7f9ae04bb11f208ce047971

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

Inspected artifact

attributes.comparison.aggregation
Not reported
Context-only references
PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space

Original source ↗

No field-specific location recorded

Version: version of record
Retrieved: 2026-09-16T10:41:16.525183+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: f6aac4c25dd93026f87ce9a2e327c95faf4c3014d7f9ae04bb11f208ce047971

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

Inspected artifact

attributes.comparison.budget
Not reported
Context-only references
PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space

Original source ↗

No field-specific location recorded

Version: version of record
Retrieved: 2026-09-16T10:41:16.525183+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: f6aac4c25dd93026f87ce9a2e327c95faf4c3014d7f9ae04bb11f208ce047971

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

Inspected artifact

attributes.comparison.dataset_version
Not reported
Context-only references
PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space

Original source ↗

No field-specific location recorded

Version: version of record
Retrieved: 2026-09-16T10:41:16.525183+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: f6aac4c25dd93026f87ce9a2e327c95faf4c3014d7f9ae04bb11f208ce047971

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

Inspected artifact

attributes.comparison.inputs
Not reported
Context-only references
PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space

Original source ↗

No field-specific location recorded

Version: version of record
Retrieved: 2026-09-16T10:41:16.525183+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: f6aac4c25dd93026f87ce9a2e327c95faf4c3014d7f9ae04bb11f208ce047971

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

Inspected artifact

attributes.comparison.metric_implementation
Not reported
Context-only references
PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space

Original source ↗

No field-specific location recorded

Version: version of record
Retrieved: 2026-09-16T10:41:16.525183+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.metric_implementation

Source artifact SHA-256: f6aac4c25dd93026f87ce9a2e327c95faf4c3014d7f9ae04bb11f208ce047971

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

Inspected artifact

attributes.comparison.population
Not reported
Context-only references
PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space

Original source ↗

No field-specific location recorded

Version: version of record
Retrieved: 2026-09-16T10:41:16.525183+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.population

Source artifact SHA-256: f6aac4c25dd93026f87ce9a2e327c95faf4c3014d7f9ae04bb11f208ce047971

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

Inspected artifact

attributes.comparison.protocol_id
Not reported
Context-only references
PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space

Original source ↗

No field-specific location recorded

Version: version of record
Retrieved: 2026-09-16T10:41:16.525183+00:00

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: f6aac4c25dd93026f87ce9a2e327c95faf4c3014d7f9ae04bb11f208ce047971

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

Inspected artifact

attributes.comparison.split
position-stratified
Context-only references
PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space

Original source ↗

No field-specific location recorded

Version: version of record
Retrieved: 2026-09-16T10:41:16.525183+00:00

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.split

Source artifact SHA-256: f6aac4c25dd93026f87ce9a2e327c95faf4c3014d7f9ae04bb11f208ce047971

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

Inspected artifact

attributes.origin
independent_paper
Context-only references
PRIME: An evaluation framework for protein representation inference and generalization in viral mutation space

Original source ↗

No field-specific location recorded

Version: version of record
Retrieved: 2026-09-16T10:41:16.525183+00:00

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.origin

Source artifact SHA-256: f6aac4c25dd93026f87ce9a2e327c95faf4c3014d7f9ae04bb11f208ce047971

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

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-29-06401fd5b220 · Record review: needs review

1 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: evaluation-lit-021

areas
proteins-complexes
tasks
Mutated RBD binding prediction
origin
independent_paper
protocol
Frozen mean-pooled representation with downstream regression; position-stratified split.
version
8M
comparison
protocol id: Not reported; dataset version: Not reported; split: position-stratified; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
missing metadata
dataset version: not_reported_in_legacy_extract
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