TAPE Fluorescence: links:part_of:discovery-benchmark-tape
Source-backed metadata or reviewed relationship.
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.
6 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.field links:part_of:discovery-benchmark-tape Context-only references | tape primary benchmark evidence Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnFluorescence; Table2,p.7,row2(No pretraining/LSTM),columnFluorescence; Table2,p.7,row3(No pretraining/ResNet),columnFluorescence; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnFluorescence; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnFluorescence; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnFluorescence; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnFluorescence; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnFluorescence; Table2,p.7,row9(One-hot baseline/One-hot),columnFluorescence; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnFluorescence Version: 1906.08230v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.source_locator Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnFluorescence; Table2,p.7,row2(No pretraining/LSTM),columnFluorescence; Table2,p.7,row3(No pretraining/ResNet),columnFluorescence; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnFluorescence; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnFluorescence; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnFluorescence; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnFluorescence; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnFluorescence; Table2,p.7,row9(One-hot baseline/One-hot),columnFluorescence; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnFluorescence Context-only references | tape primary benchmark evidence Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnFluorescence; Table2,p.7,row2(No pretraining/LSTM),columnFluorescence; Table2,p.7,row3(No pretraining/ResNet),columnFluorescence; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnFluorescence; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnFluorescence; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnFluorescence; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnFluorescence; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnFluorescence; Table2,p.7,row9(One-hot baseline/One-hot),columnFluorescence; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnFluorescence Version: 1906.08230v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.value discovery-benchmark-tape Context-only references | tape primary benchmark evidence Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnFluorescence; Table2,p.7,row2(No pretraining/LSTM),columnFluorescence; Table2,p.7,row3(No pretraining/ResNet),columnFluorescence; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnFluorescence; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnFluorescence; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnFluorescence; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnFluorescence; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnFluorescence; Table2,p.7,row9(One-hot baseline/One-hot),columnFluorescence; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnFluorescence Version: 1906.08230v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description Source-backed metadata or reviewed relationship. Context-only references | tape primary benchmark evidence Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnFluorescence; Table2,p.7,row2(No pretraining/LSTM),columnFluorescence; Table2,p.7,row3(No pretraining/ResNet),columnFluorescence; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnFluorescence; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnFluorescence; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnFluorescence; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnFluorescence; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnFluorescence; Table2,p.7,row9(One-hot baseline/One-hot),columnFluorescence; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnFluorescence Version: 1906.08230v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: subject discovery-benchmark-tape-fluorescence Context-only references | tape primary benchmark evidence Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnFluorescence; Table2,p.7,row2(No pretraining/LSTM),columnFluorescence; Table2,p.7,row3(No pretraining/ResNet),columnFluorescence; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnFluorescence; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnFluorescence; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnFluorescence; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnFluorescence; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnFluorescence; Table2,p.7,row9(One-hot baseline/One-hot),columnFluorescence; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnFluorescence Version: 1906.08230v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| name TAPE Fluorescence: links:part_of:discovery-benchmark-tape Context-only references | tape primary benchmark evidence Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnFluorescence; Table2,p.7,row2(No pretraining/LSTM),columnFluorescence; Table2,p.7,row3(No pretraining/ResNet),columnFluorescence; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnFluorescence; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnFluorescence; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnFluorescence; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnFluorescence; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnFluorescence; Table2,p.7,row9(One-hot baseline/One-hot),columnFluorescence; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnFluorescence Version: 1906.08230v1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
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Release 2026-09-29-06401fd5b220 · Record review: source checked
1 source records and release history
- tape primary benchmark evidence · Original source · 1906.08230v1
Technical metadata and extraction receipts
Stable ID: paper-claim-dbe54c7c8cf7f25f41
- field
- links:part_of:discovery-benchmark-tape
- value
- discovery-benchmark-tape
- source locator
- Results on downstream supervised tasks; Table2,p.7,row1(No pretraining/Transformer),columnFluorescence; Table2,p.7,row2(No pretraining/LSTM),columnFluorescence; Table2,p.7,row3(No pretraining/ResNet),columnFluorescence; Table2,p.7,row4(Self-supervised pretraining/Transformer),columnFluorescence; Table2,p.7,row5(Self-supervised pretraining/LSTM),columnFluorescence; Table2,p.7,row6(Self-supervised pretraining/ResNet),columnFluorescence; Table2,p.7,row7(Supervised pretraining/Bepler supervised LSTM),columnFluorescence; Table2,p.7,row8(Self-supervised pretraining/UniRep mLSTM),columnFluorescence; Table2,p.7,row9(One-hot baseline/One-hot),columnFluorescence; Table2,p.7,row10(Task-specific alignment/HMM baseline/Alignment),columnFluorescence
- review
- method: automated_source_review; date: 2026-09-17
Related records
- subject: TAPE Fluorescence