rewire.itbenchmarks
Evidence claim

TAPE Transformer (ATOM3D baseline): family TAPE Transformer

ATOM3D identifies the compared model as the TAPE transformer. Family attribution only: RES reuses a TAPE paper value and MSP uses an ATOM3D-modified head.

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.

12 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statementOriginal source and locationReview and provenance
attributes.field
links:family:discovery-model-tape-transformer
Context-only references
ATOM3D: Tasks On Molecules in Three Dimensions

Original source ↗

ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
Retrieved: 2026-09-17T08:06:28.182997+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.field

Source artifact SHA-256: 92656c20a15311c32bed9edc7f465bb26eb30338f40324fe43bec4b1fc6a7890

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.field
links:family:discovery-model-tape-transformer
Context-only references
Evaluating Protein Transfer Learning with TAPE

Original source ↗

ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 1906.08230v1
Retrieved: 2026-09-16T20:23:48.238777+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.field

Source artifact SHA-256: 6ee0c3e6e870635cba8fa67e0a4abc5598c0ab2a10ba127a46b67ac450ae0168

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.source_locator
ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.
Context-only references
ATOM3D: Tasks On Molecules in Three Dimensions

Original source ↗

ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
Retrieved: 2026-09-17T08:06:28.182997+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 92656c20a15311c32bed9edc7f465bb26eb30338f40324fe43bec4b1fc6a7890

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.source_locator
ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.
Context-only references
Evaluating Protein Transfer Learning with TAPE

Original source ↗

ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 1906.08230v1
Retrieved: 2026-09-16T20:23:48.238777+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 6ee0c3e6e870635cba8fa67e0a4abc5598c0ab2a10ba127a46b67ac450ae0168

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.target_id
discovery-model-tape-transformer
Context-only references
ATOM3D: Tasks On Molecules in Three Dimensions

Original source ↗

ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
Retrieved: 2026-09-17T08:06:28.182997+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.target_id

Source artifact SHA-256: 92656c20a15311c32bed9edc7f465bb26eb30338f40324fe43bec4b1fc6a7890

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.target_id
discovery-model-tape-transformer
Context-only references
Evaluating Protein Transfer Learning with TAPE

Original source ↗

ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 1906.08230v1
Retrieved: 2026-09-16T20:23:48.238777+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.target_id

Source artifact SHA-256: 6ee0c3e6e870635cba8fa67e0a4abc5598c0ab2a10ba127a46b67ac450ae0168

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

description
ATOM3D identifies the compared model as the TAPE transformer. Family attribution only: RES reuses a TAPE paper value and MSP uses an ATOM3D-modified head.
Context-only references
ATOM3D: Tasks On Molecules in Three Dimensions

Original source ↗

ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
Retrieved: 2026-09-17T08:06:28.182997+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 92656c20a15311c32bed9edc7f465bb26eb30338f40324fe43bec4b1fc6a7890

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

description
ATOM3D identifies the compared model as the TAPE transformer. Family attribution only: RES reuses a TAPE paper value and MSP uses an ATOM3D-modified head.
Context-only references
Evaluating Protein Transfer Learning with TAPE

Original source ↗

ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 1906.08230v1
Retrieved: 2026-09-16T20:23:48.238777+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 6ee0c3e6e870635cba8fa67e0a4abc5598c0ab2a10ba127a46b67ac450ae0168

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

Relationship: subject
atom3d-method-rao-et-al-2019
Context-only references
ATOM3D: Tasks On Molecules in Three Dimensions

Original source ↗

ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256
Retrieved: 2026-09-17T08:06:28.182997+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: links:subject:atom3d-method-rao-et-al-2019

Source artifact SHA-256: 92656c20a15311c32bed9edc7f465bb26eb30338f40324fe43bec4b1fc6a7890

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

Relationship: subject
atom3d-method-rao-et-al-2019
Context-only references
Evaluating Protein Transfer Learning with TAPE

Original source ↗

ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: 1906.08230v1
Retrieved: 2026-09-16T20:23:48.238777+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: links:subject:atom3d-method-rao-et-al-2019

Source artifact SHA-256: 6ee0c3e6e870635cba8fa67e0a4abc5598c0ab2a10ba127a46b67ac450ae0168

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

Sources and history

View linked audit checks and correction history

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

2 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: model-evaluation-identity-1b29ffb764d95d1a3be2

areas
molecular-interactions
field
links:family:discovery-model-tape-transformer
target id
discovery-model-tape-transformer
source locator
ATOM3D §5.1, p.7; App. F.3 and F.4, p.24. TAPE arXiv:1906.08230v1 Table 1, p.6.
review
method: automated_source_review; date: 2026-09-24; note: Source review establishes this relationship only. Exact evaluated configurations and original numerical review status remain unchanged. ATOM3D identifies the compared model as the TAPE transformer. Family attribution only: RES reuses a TAPE paper value and MSP uses an ATOM3D-modified head.
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