Result

0 .76191 f1

ESM-2 · PFMBench DEEPLOC2 · F1 score

Tested configuration: ESM-2
Task: PFMBench DEEPLOC2: DeepLoc2 Multi
Dataset subset: DeepLoc2 Multi (PFMBench split)
Procedure: Fine-tuned with an adapter under the PFMBench harness; train, validation and test counts are in Table 1.
Evaluation: ESM-2 on PFMBench DEEPLOC2: DeepLoc2 Multi
Evidence: Author-reported evaluation · source checkedpfmbench primary benchmark evidence · Table 3, row(ESM-2 [ 35 ]), column(DL2 M.)

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.

Methods and reproduction

PFMBench evaluation of ESM-2 on DeepLoc2 Multi, scored with F1 score.

task: PFMBench DEEPLOC2: DeepLoc2 Multi
configuration: ESM-2
dataset subset: DeepLoc2 Multi (PFMBench split)
Split: Not reported
Adaptation: Not reported
Scoring implementation: F1 score

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.

Access requirements and official instructions: PFMBench DEEPLOC2: DeepLoc2 Multi

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.

Evaluation results

Release 2026-09-17-134cd1815de8 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard. Where several source tables report the same metric, the published comparisons above offer a pooled view that names what it does not hold constant.

Evaluation setupMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
ESM-2 on PFMBench DEEPLOC2: DeepLoc2 Multi Configuration: ESM-2Task: PFMBench DEEPLOC2: DeepLoc2 MultiDataset subset: DeepLoc2 Multi (PFMBench split) Fine-tuned with an adapter under the PFMBench harness; train, validation and test counts are in Table 1. Author-reported evaluation · Evaluation metadata: source checked
0 .76191 f1 Unit: fraction · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedpfmbench primary benchmark evidence · Table 3, row(ESM-2 [ 35 ]), column(DL2 M.) Source checking is not 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 2026-09-17-134cd1815de8
Property and statement	Original source and location	Review and provenance
Reported result 0 .76191 Individual claims	pfmbench primary benchmark evidence Original source ↗ Table 3, row(ESM-2 [ 35 ]), column(DL2 M.) Version: 2506.14796v1 Retrieved: 2026-09-16T21:06:29.716004+00:00	source checked Deterministic parse of the pinned HTML tables, with row and column counts asserted · 2026-09-18 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: `59c7bbb888e8e91f33c1e2cabfde062c32381d6ca727d23b6655c977aabf97a2` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact Extraction artifact SHA-256: `59c7bbb888e8e91f33c1e2cabfde062c32381d6ca727d23b6655c977aabf97a2` Extraction artifact

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Sources and history

Release 2026-09-17-134cd1815de8 · Record review: source checked

1 source records and release history

pfmbench primary benchmark evidence · Original source · 2506.14796v1

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Technical metadata and extraction receipts

Stable ID: pfmbench-result-esm-2-deeploc2-f1

areas: proteins-complexes
tasks: DeepLoc2 Multi
metric: f1
metric direction: higher
unit: fraction
printed value: 0 .76191
numeric value: 0.76191
uncertainty: Not reported
source locator: Table 3, row(ESM-2 [ 35 ]), column(DL2 M.)
missing metadata: denominator: unextracted; seeds: unreported
review: method: Deterministic parse of the pinned HTML tables, with row and column counts asserted; reviewer: Codex research agent; no human review claimed; date: 2026-09-18; artifact sha256: 59c7bbb888e8e91f33c1e2cabfde062c32381d6ca727d23b6655c977aabf97a2; retrieval url: https://arxiv.org/html/2506.14796v1; notes: Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied.

Related records

evaluation: ESM-2 on PFMBench DEEPLOC2: DeepLoc2 Multi

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