Result

0.71031 accuracy

SaProt · PFMBench METAL-ION · Accuracy

Tested configuration: SaProt
Task: PFMBench METAL-ION: Metal ion binding
Dataset subset: Metal ion binding (PFMBench split)
Procedure: Fine-tuned with an adapter under the PFMBench harness; train, validation and test counts are in Table 1.
Evaluation: SaProt on PFMBench METAL-ION: Metal ion binding
Evidence: Author-reported evaluation · source checkedpfmbench primary benchmark evidence · Table 3, row(SaProt [ 55 ]), column(M. I. Bin.)

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 SaProt on Metal ion binding, scored with Accuracy.

task: PFMBench METAL-ION: Metal ion binding
configuration: SaProt
dataset subset: Metal ion binding (PFMBench split)
Split: Not reported
Adaptation: Not reported
Scoring implementation: Accuracy

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 METAL-ION: Metal ion binding

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
SaProt on PFMBench METAL-ION: Metal ion binding Configuration: SaProtTask: PFMBench METAL-ION: Metal ion bindingDataset subset: Metal ion binding (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
0.71031 accuracy Unit: fraction · Direction: higher	Uncertainty: Not reported Scored: Not reported · Eligible: Not reported	source checkedpfmbench primary benchmark evidence · Table 3, row(SaProt [ 55 ]), column(M. I. Bin.) 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 0.71031 Individual claims	pfmbench primary benchmark evidence Original source ↗ Table 3, row(SaProt [ 55 ]), column(M. I. Bin.) 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-saprot-metal-ion-accuracy

areas: proteins-complexes
tasks: Metal ion binding
metric: accuracy
metric direction: higher
unit: fraction
printed value: 0.71031
numeric value: 0.71031
uncertainty: Not reported
source locator: Table 3, row(SaProt [ 55 ]), column(M. I. Bin.)
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: SaProt on PFMBench METAL-ION: Metal ion binding

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