Result

0.415 pearson_r

DeepAffinity (unified RNN/RNN-CNN; DSSP-derived SPS) · ATOM3D LBA-RP · Pearson r

The source table prints the tested method as [Karimi et al., 2019]. Evidence for this identity: DeepAffinity (unified RNN/RNN-CNN; DSSP-derived SPS)

Tested configuration: DeepAffinity (unified RNN/RNN-CNN; DSSP-derived SPS)
Task: ATOM3D LBA-RP: Ligand binding affinity, global Pearson correlation
Dataset subset: ATOM3D LBA (ATOM3D split)
Related family profiles: DeepAffinity
Procedure: Trained and scored under the ATOM3D split for this task. Asterisks in the paper mark a run whose training data differed.
Evaluation: DeepAffinity (unified RNN/RNN-CNN; DSSP-derived SPS) on ATOM3D LBA-RP: Ligand binding affinity, global Pearson correlation
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedATOM3D: Tasks On Molecules in Three Dimensions · Table 5, row(glob. RP), column([Karimi et al., 2019])

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: Pearson r

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: ATOM3D LBA-RP: Ligand binding affinity, global Pearson correlation

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

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Evidence table

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1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
Reported result 0.415 Individual claims	ATOM3D: Tasks On Molecules in Three Dimensions Original source ↗ Table 5, row(glob. RP), column([Karimi et al., 2019]) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 Retrieved: 2026-09-17T08:06:28.182997+00:00	source checked Deterministic parse of the pinned PDF text layer, with the expected row labels asserted per table · 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: `92656c20a15311c32bed9edc7f465bb26eb30338f40324fe43bec4b1fc6a7890` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact Extraction artifact SHA-256: `92656c20a15311c32bed9edc7f465bb26eb30338f40324fe43bec4b1fc6a7890` Extraction artifact

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Sources and history

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Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

ATOM3D: Tasks On Molecules in Three Dimensions · Original source · Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256

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Technical metadata and extraction receipts

Stable ID: atom3d-result-karimi-et-al-2019-lba-rp-pearson-r

areas: molecular-interactions
tasks: Ligand binding affinity, global Pearson correlation
metric: pearson_r
metric direction: higher
unit: correlation
printed value: 0.415
numeric value: 0.415
uncertainty: Not reported
source locator: Table 5, row(glob. RP), column([Karimi et al., 2019])
missing metadata: denominator: unextracted; seeds: unreported
review: method: Deterministic parse of the pinned PDF text layer, with the expected row labels asserted per table; reviewer: Codex research agent; no human review claimed; date: 2026-09-18; artifact sha256: 92656c20a15311c32bed9edc7f465bb26eb30338f40324fe43bec4b1fc6a7890; retrieval url: https://arxiv.org/pdf/2012.04035v4; notes: Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied.
source label: [Karimi et al., 2019]
source identity: status: resolved; display name: DeepAffinity (unified RNN/RNN-CNN; DSSP-derived SPS) · ATOM3D LBA-RP · Pearson r; subject id: atom3d-method-karimi-et-al-2019; original name: [Karimi et al., 2019] · ATOM3D LBA-RP · Pearson r; original description: Author-reported score transcribed from the paper's comparison table. Source checked; not independently reproduced.

Related records

evaluation: DeepAffinity (unified RNN/RNN-CNN; DSSP-derived SPS) on ATOM3D LBA-RP: Ligand binding affinity, global Pearson correlation

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