Result

Sctm of ESM-IF1 on CASP, CAMEO and de novo backbones (ProteinBench split)

0.449 Sctm

Methods

Tested configuration: ESM-IF1
Task: ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-400-SCTM: De novo backbones based sequence design, length 400 scTM
Dataset subset: CASP, CAMEO and de novo backbones (ProteinBench split)
Related family profiles: ESM-IF1
Procedure: Inverse folding: recover a sequence for a given backbone. Values are the median over repeated runs.
Evaluation: ESM-IF1 on ProteinBench IF-DE-NOVO-BACKBONES-BASED-SEQUENCE-DESIGN-LENGTH-400-SCTM: De novo backbones based sequence design, length 400 scTM
Coverage: Not reported scored / Not reported eligible
Uncertainty: Not yet extracted
Evidence: Author-reported evaluation · source checkedproteinbench primary benchmark evidence · Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑)

A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.

Reproduction

Split: Not reported
Adaptation: Not reported
Scoring implementation: scTM

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

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

Evidence table

Inspect claims, sources and review details

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

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

1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-11-02-a7f03c9e55a5
Property and statement	Original source and location	Review and provenance
Reported result 0.449 Individual claims	proteinbench primary benchmark evidence Original source ↗ Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑) Version: 2409.06744v1 Retrieved: 2026-09-16T21:07:13.231727+00:00	source checked ["deterministic-table-parse"] · 2026-09-19 author reported Audit details Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied. Field: `attributes.printed_value` Source artifact SHA-256: `4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact Extraction artifact SHA-256: `4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2` Extraction artifact

How to read the evidence

Sources and history

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

1 source record and release history

proteinbench primary benchmark evidence · Original source · 2409.06744v1

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Technical metadata and extraction receipts

Stable ID: proteinbench-result-esm-if1-if-de-novo-backbones-based-sequence-design-length-400-sctm-sctm

areas: proteins-complexes
tasks: De novo backbones based sequence design, length 400 scTM
metric: sctm
metric direction: higher
unit: unitless
printed value: 0.449
numeric value: 0.449
source locator: Table 2, row(ESM-IF1), column(De novo backbones based sequence design, length 400 scTM ↑)
missing metadata: denominator: reason: unextracted; seeds: reason: unreported; uncertainty: reason: unextracted
review: method: deterministic-table-parse; reviewer: codex; date: 2026-09-19; artifact sha256: 4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2; retrieval url: https://arxiv.org/html/2409.06744v1; method note: pinned HTML tables; direction of every metric read from the arrow the paper prints in its header; reviewer note: role: research agent; no human review claimed; note: Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied.
unit detail: score

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