MIST CANOPUS retrieval evaluation of DreaMS fingerprint (ours) on MIST CANOPUS fingerprint retrieval: Top 1, scored with Retrieval accuracy@1.
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Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified
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1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: DreaMS fingerprint (ours) | Protocol: MIST CANOPUS retrieval Top 1: MIST CANOPUS fingerprint retrieval: Top 1 Dataset subset: MIST CANOPUS benchmark test set used in DreaMS Extended Data Table 1 (MIST CANOPUS retrieval split) | 32.7% accuracy_at_1 percent · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceDreaMS fingerprint (ours) on MIST CANOPUS retrieval Top 1: MIST CANOPUS fingerprint retrieval: Top 1 MIST CANOPUS PubChem candidate retrieval; candidate positives share true molecule InChIKey first14 characters, negatives share molecular formula; rank cosine similarity of predicted and candidate fingerprints; accuracy@k is fraction of spectra with positive candidate in top k, printed as percent. Full test set named in Extended Data Table 1; exact split version/hash unextracted; 8000 spectra/7000 molecules describes total benchmark, not confirmed test denominator. Aggregation: Not reported dreams: Journal full-text XML · Extended Data Table 1 (XML Tab1), row DreaMS fingerprint (ours), column Top 1 |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
MIST CANOPUS PubChem candidate retrieval; candidate positives share true molecule InChIKey first14 characters, negatives share molecular formula; rank cosine similarity of predicted and candidate fingerprints; accuracy@k is fraction of spectra with positive candidate in top k, printed as percent. Full test set named in Extended Data Table 1; exact split version/hash unextracted; 8000 spectra/7000 molecules describes total benchmark, not confirmed test denominator.
Metadata review: source checked. Unreported conditions prevent automatic comparisons.
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One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
15 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.adaptation Supervised fingerprint prediction; contrastive comparators use additional PubChem candidates. Model-specific inputs and training differ. Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row DreaMS fingerprint (ours), column Top 1 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.comparison.metric_implementation Retrieval accuracy@1 Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row DreaMS fingerprint (ours), column Top 1 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.comparison.protocol_id dreams-mist-retrieval-task-top-1 Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row DreaMS fingerprint (ours), column Top 1 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.evaluation_group_id dreams-mist-retrieval-method-dreams-fingerprint-ours-dreams-mist-retrieval-dataset-mist-canopus-benchmark-test-set-used-in-dreams-extended-data-table-1-evaluation-setup Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row DreaMS fingerprint (ours), column Top 1 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.evidence_overlap Complete Extended Data Table 1 from one paper. Comparator execution provenance is unresolved; do not treat quoted comparisons as additional independent experiments. Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row DreaMS fingerprint (ours), column Top 1 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.origin author_reported Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row DreaMS fingerprint (ours), column Top 1 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.protocol MIST CANOPUS PubChem candidate retrieval; candidate positives share true molecule InChIKey first14 characters, negatives share molecular formula; rank cosine similarity of predicted and candidate fingerprints; accuracy@k is fraction of spectra with positive candidate in top k, printed as percent. Full test set named in Extended Data Table 1; exact split version/hash unextracted; 8000 spectra/7000 molecules describes total benchmark, not confirmed test denominator. Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row DreaMS fingerprint (ours), column Top 1 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.published_score_reproduction false Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row DreaMS fingerprint (ours), column Top 1 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.source_locator Extended Data Table 1 (XML Tab1), row DreaMS fingerprint (ours), column Top 1 Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row DreaMS fingerprint (ours), column Top 1 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.suite_complete false Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row DreaMS fingerprint (ours), column Top 1 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
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Release 2026-09-29-06401fd5b220 · Record review: source checked
Stable ID: dreams-mist-retrieval-evaluation-dreams-fingerprint-ours-top-1