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Evaluation

FoldFlow1(ot) on ProteinBench BB-LENGTH-50-NOVELTY-MAX-TM: length 50, Novelty Max TM

ProteinBench evaluation of FoldFlow1(ot) on length 50, Novelty Max TM, scored with Max TM.

Methods and reproduction

ProteinBench evaluation of FoldFlow1(ot) on length 50, Novelty Max TM, scored with Max TM.

task
ProteinBench BB-LENGTH-50-NOVELTY-MAX-TM: length 50, Novelty Max TM
configuration
FoldFlow1(ot)
dataset subset
Designed backbones at fixed lengths (ProteinBench split)
Split
Not reported
Adaptation
Not reported
Scoring implementation
Max TM

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.

Evaluation procedure

Unconditional backbone design at a fixed sequence length. Values are the median over repeated runs.

Configuration
FoldFlow1(ot)
Task
ProteinBench BB-LENGTH-50-NOVELTY-MAX-TM: length 50, Novelty Max TM
Dataset subset
Designed backbones at fixed lengths (ProteinBench split)
origin
Author-reported evaluation
configuration
Not reported
protocol id
proteinbench-task-bb-length-50-novelty-max-tm
metric implementation
Max TM

Metadata review: source checked. Unreported conditions prevent automatic comparisons.

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.

Results grouped by the exact reported evaluation
Metric and findingCoverage and uncertaintyEvidence
FoldFlow1(ot) on ProteinBench BB-LENGTH-50-NOVELTY-MAX-TM: length 50, Novelty Max TM

Unconditional backbone design at a fixed sequence length. Values are the median over repeated runs.

Author-reported evaluation · Evaluation metadata: source checked

0.65 ± 0.02 max-tm

Unit: score · Direction: lower

Uncertainty: type: standard deviation; value: 0.02

Scored: Not reported · Eligible: Not reported

source checkedproteinbench primary benchmark evidence · Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)

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.

10 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-17-134cd1815de8
Property and statementOriginal source and locationReview and provenance
attributes.comparison.metric_implementation

Max TM

Context-only references
proteinbench primary benchmark evidence

Original source ↗

Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)

Version: 2409.06744v1
Retrieved: 2026-09-16T21:07:13.231727+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.metric_implementation

Source artifact SHA-256: 4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.comparison.protocol_id

proteinbench-task-bb-length-50-novelty-max-tm

Context-only references
proteinbench primary benchmark evidence

Original source ↗

Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)

Version: 2409.06744v1
Retrieved: 2026-09-16T21:07:13.231727+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: 4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.origin

author_reported

Context-only references
proteinbench primary benchmark evidence

Original source ↗

Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)

Version: 2409.06744v1
Retrieved: 2026-09-16T21:07:13.231727+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.origin

Source artifact SHA-256: 4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.protocol

Unconditional backbone design at a fixed sequence length. Values are the median over repeated runs.

Context-only references
proteinbench primary benchmark evidence

Original source ↗

Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)

Version: 2409.06744v1
Retrieved: 2026-09-16T21:07:13.231727+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.protocol

Source artifact SHA-256: 4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

attributes.source_locator

Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)

Context-only references
proteinbench primary benchmark evidence

Original source ↗

Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)

Version: 2409.06744v1
Retrieved: 2026-09-16T21:07:13.231727+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

description

ProteinBench evaluation of FoldFlow1(ot) on length 50, Novelty Max TM, scored with Max TM.

Context-only references
proteinbench primary benchmark evidence

Original source ↗

Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)

Version: 2409.06744v1
Retrieved: 2026-09-16T21:07:13.231727+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: description

Source artifact SHA-256: 4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

Relationship: benchmark

proteinbench-task-bb-length-50-novelty-max-tm

Context-only references
proteinbench primary benchmark evidence

Original source ↗

Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)

Version: 2409.06744v1
Retrieved: 2026-09-16T21:07:13.231727+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: links:benchmark:proteinbench-task-bb-length-50-novelty-max-tm

Source artifact SHA-256: 4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

Relationship: dataset

proteinbench-dataset-designed-backbones-at-fixed-lengths

Context-only references
proteinbench primary benchmark evidence

Original source ↗

Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)

Version: 2409.06744v1
Retrieved: 2026-09-16T21:07:13.231727+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: links:dataset:proteinbench-dataset-designed-backbones-at-fixed-lengths

Source artifact SHA-256: 4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

Relationship: model

proteinbench-method-foldflow1-ot

Context-only references
proteinbench primary benchmark evidence

Original source ↗

Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)

Version: 2409.06744v1
Retrieved: 2026-09-16T21:07:13.231727+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: links:model:proteinbench-method-foldflow1-ot

Source artifact SHA-256: 4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

name

FoldFlow1(ot) on ProteinBench BB-LENGTH-50-NOVELTY-MAX-TM: length 50, Novelty Max TM

Context-only references
proteinbench primary benchmark evidence

Original source ↗

Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)

Version: 2409.06744v1
Retrieved: 2026-09-16T21:07:13.231727+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: name

Source artifact SHA-256: 4334d636223ad42bfb9ae68aae03f5a255c29ba1cebe7b8f9588fb3b9b5453b2

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

Sources and history

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

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

Stable ID: proteinbench-evaluation-foldflow1-ot-bb-length-50-novelty-max-tm

areas
proteins-complexes
tasks
length 50, Novelty Max TM
origin
author_reported
protocol
Unconditional backbone design at a fixed sequence length. Values are the median over repeated runs.
comparison
protocol id: proteinbench-task-bb-length-50-novelty-max-tm; metric implementation: Max TM
missing metadata
checkpoint revision: unreported; seeds: unreported; budget: unreported; split manifest: unextracted
source locator
Table 3, row(FoldFlow1(ot)), column(length 50, Novelty Max TM ↓)
Related records

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