MIST CANOPUS retrieval evaluation of FFN contrastive on MIST CANOPUS fingerprint retrieval: Top 5, scored with Retrieval accuracy@5.
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: FFN contrastive | Protocol: MIST CANOPUS retrieval Top 5: MIST CANOPUS fingerprint retrieval: Top 5 Dataset subset: MIST CANOPUS benchmark test set used in DreaMS Extended Data Table 1 (MIST CANOPUS retrieval split) | 45% Top-5 accuracy (retrieval) percent · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Evaluation origin not reported · Source checkedMethods, coverage and sourceFFN contrastive on MIST CANOPUS retrieval Top 5: MIST CANOPUS fingerprint retrieval: Top 5 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 FFN contrastive, column Top 5 |
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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.
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13 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| 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 FFN contrastive, column Top 5 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded unreported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| Comparison: metric implementation Retrieval accuracy@5 Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row FFN contrastive, column Top 5 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded unreported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| Comparison: protocol id dreams-mist-retrieval-task-top-5 Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row FFN contrastive, column Top 5 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded unreported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| Evaluation group id dreams-mist-retrieval-method-ffn-contrastive-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 FFN contrastive, column Top 5 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded unreported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| 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 FFN contrastive, column Top 5 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded unreported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| Origin unreported Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row FFN contrastive, column Top 5 Version: Retrieved page snapshot; no immutable publisher revision supplied | missing or unspecified No individual claim review recorded unreported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| 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 FFN contrastive, column Top 5 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded unreported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| Source location Extended Data Table 1 (XML Tab1), row FFN contrastive, column Top 5 Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row FFN contrastive, column Top 5 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded unreported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| Description MIST CANOPUS retrieval evaluation of FFN contrastive on MIST CANOPUS fingerprint retrieval: Top 5, scored with Retrieval accuracy@5. Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row FFN contrastive, column Top 5 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded unreported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| Relationship: assessment dreams-mist-retrieval-task-top-5 Context-only references | dreams: Journal full-text XML Extended Data Table 1 (XML Tab1), row FFN contrastive, column Top 5 Version: Retrieved page snapshot; no immutable publisher revision supplied | not individually reviewed No individual claim review recorded unreported Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
Stable ID: dreams-mist-retrieval-evaluation-ffn-contrastive-top-5