evaluation · needs review

ESM-2: Mutated RBD binding prediction

Evaluation procedure

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

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

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
ESM-2: Mutated RBD binding prediction Model: ESM-2 · Benchmark: Mutated RBD binding prediction · Dataset: PRIME mutated RBD Frozen mean-pooled representation with downstream regression; position-stratified split. Independent external evaluation · Evaluation metadata: needs review
0.0248 R² Unit: unitless · Direction: unknown	Uncertainty: ± 0.01 Scored: Not reported · Eligible: Not reported	source checkedPRIME: 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 2026-09-16-d74d282221a9 · Record review: needs review

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

Related records