model · method

SPIN + ESM2-35M

SPIN + ESM2-35M is the method recorded for protein function annotation. This page preserves the configuration reported by Scaling the profile of life by function with SPIN.

1 evaluations · 1 metric rows

At a glance

Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.

Inputs, outputs and configuration
Property	Description and evidence
Recorded dataset	TRXScaling the profile of life by function with SPIN · Table 1, ESM2-35M Test row, F1_m-w column
Recorded split	test setScaling the profile of life by function with SPIN · Table 1, ESM2-35M Test row, F1_m-w column
Recorded configuration	ESM2-35M frozenScaling the profile of life by function with SPIN · Table 1, ESM2-35M Test row, F1_m-w column
Model type	Not extracted or verified for this record.
Training data	Not extracted or verified for this record.
Context limits	Not extracted or verified for this record.
Access	Not extracted or verified for this record.
Code licence	Not extracted or verified for this record.
Weights licence	Not extracted or verified for this record.

How it works

Recorded evaluation

The imported evaluation describes this procedure: frozen ESM2-35M backbone in SPIN

Scaling the profile of life by function with SPIN · Table 1, ESM2-35M Test row, F1_m-w column

Benchmarks and results

Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Evaluated configurationMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
SPIN + ESM2-35M: protein function annotation Model: SPIN + ESM2-35M · Benchmark: protein function annotation · Dataset: TRX frozen ESM2-35M backbone in SPIN Author-reported evaluation · Evaluation metadata: needs review
0.796 F1 macro-weighted Unit: fraction · Direction: unknown	Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported	source checkedScaling the profile of life by function with SPIN · Table 1, ESM2-35M Test row, F1_m-w column Source checking is not independent reproduction.

Strengths and limitations

Strengths and considerations

No source-reviewed explanatory claims are recorded here yet.

Limitations and conditions

This is an evidence-limited profile. The recorded evaluation context does not establish performance on other datasets or configurations.Scaling the profile of life by function with SPIN · Table 1, ESM2-35M Test row, F1_m-w column

Profile review details

Reviewed the existing release record, its source pointer and linked evaluation context. This is not a fresh full-text architecture review or independent reproduction; numerical review status is unchanged.

Stable record: reported-model-f8f0257b98749a

Sources and history

Release 2026-09-16-d74d282221a9 · Record review: needs review

Scaling the profile of life by function with SPIN · Original source · journal full text in PMC

Download this release

Technical metadata and extraction receipts

Stable ID: reported-model-f8f0257b98749a

areas: proteins-complexes
entity level: method
version: ESM2-35M frozen
reported name: SPIN + ESM2-35M
missing metadata: checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract

Related records

model: SPIN + ESM2-35M: protein function annotation

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