Result

-0.02016914501229577 score_avg

lulu: v3-esm-mlp-delta1.5 [submission 4rKWfj4Gq4XzfOdHnT3c] · score_avg · 2026 validation contexts A, B and C

Tested configuration: lulu: v3-esm-mlp-delta1.5 [submission 4rKWfj4Gq4XzfOdHnT3c]
Protocol: vcc2026-val-1 · 2026 validation contexts A, B and C
Dataset subset: 2026 validation contexts A, B and C
Procedure: vcc2026-val-1
Evaluation: lulu: v3-esm-mlp-delta1.5 [submission 4rKWfj4Gq4XzfOdHnT3c] · vcc2026-val-1 · 2026 validation contexts A, B and C
Evidence: Author-reported evaluation · source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[668].score_avg; submission 4rKWfj4Gq4XzfOdHnT3c

A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: discovered. Source checked does not mean independently reproduced.

Evaluation results

Release 2026-09-19-eb6149e5d766 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard. Charts retain each source table’s protocol and dataset.

Evaluation setupMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
lulu: v3-esm-mlp-delta1.5 [submission 4rKWfj4Gq4XzfOdHnT3c] · vcc2026-val-1 · 2026 validation contexts A, B and C Configuration: lulu: v3-esm-mlp-delta1.5 [submission 4rKWfj4Gq4XzfOdHnT3c]Protocol: vcc2026-val-1 · 2026 validation contexts A, B and CDataset subset: 2026 validation contexts A, B and C vcc2026-val-1 Author-reported evaluation · Evaluation metadata: discovered
-0.02016914501229577 score_avg Unit: score · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedVirtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[668].score_avg; submission 4rKWfj4Gq4XzfOdHnT3c Source checking is not independent reproduction.

Methods and reproduction

vcc2026-val-1; 2026 validation contexts A, B and C. Source checked, not independently reproduced.

configuration: lulu: v3-esm-mlp-delta1.5 [submission 4rKWfj4Gq4XzfOdHnT3c]
protocol: vcc2026-val-1 · 2026 validation contexts A, B and C
dataset subset: 2026 validation contexts A, B and C
Split: 2026 validation contexts A, B and C
Adaptation: unreported
Scoring implementation: Not reported

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: vcc2026-val-1 · 2026 validation contexts A, B and C

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 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 2026-09-19-eb6149e5d766
Property and statement	Original source and location	Review and provenance
Reported result -0.02016914501229577 Individual claims	Virtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 Original source ↗ JSON entries[668].score_avg; submission 4rKWfj4Gq4XzfOdHnT3c Version: 2026-09-19 snapshot; panel vcc2026-val-1 Retrieved: 2026-09-19	source checked independent automated cell check and ai scope review · 2026-09-19 author reported Audit details Transcription checked independently. No human review or scientific reproduction claimed. Field: `attributes.printed_value` Source artifact SHA-256: `85eacc0c1e9067231f84607715f4d94a52e5115e4758cfbaed65898621e96103` Hash scope: Exact downloaded bytes, before optional gzip storage Inspected artifact Extraction artifact SHA-256: `85eacc0c1e9067231f84607715f4d94a52e5115e4758cfbaed65898621e96103`

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Sources and history

View linked audit checks and correction history

Release 2026-09-19-eb6149e5d766 · Record review: source checked

1 source records and release history

Virtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · Original source · 2026-09-19 snapshot; panel vcc2026-val-1

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Technical metadata and extraction receipts

Stable ID: acquired-result-1caf43a160f9b891ac00

metric: score_avg
metric direction: higher
unit: score
printed value: -0.02016914501229577
numeric value: -0.02016914501229577
uncertainty: status: unreported
aggregation: unreported
scoring conditions: anchor version: vcc2026-valA-r4+vcc2026-valB-r4+vcc2026-valC-r4; is final: false; model name reported: v3-esm-mlp-delta1.5; notes: Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; snapshot date: 2026-09-19; submission date: 2026-09-19T03:49:54.232648Z; submission id: 4rKWfj4Gq4XzfOdHnT3c; team id: 3iYrWzMvLurKWZKXhFif
source locator: JSON entries[668].score_avg; submission 4rKWfj4Gq4XzfOdHnT3c
acquisition candidate id: candidate-c51ee986f551687beac7
missing metadata: denominator: unreported
review: method: independent_automated_cell_check_and_ai_scope_review; date: 2026-09-19; artifact sha256: 85eacc0c1e9067231f84607715f4d94a52e5115e4758cfbaed65898621e96103; receipt: data/omics/acquisition/2026-09-19/cells-networks/; notes: Transcription checked independently. No human review or scientific reproduction claimed.

Related records

evaluation: lulu: v3-esm-mlp-delta1.5 [submission 4rKWfj4Gq4XzfOdHnT3c] · vcc2026-val-1 · 2026 validation contexts A, B and C

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