tables_not_extracted: Saadat and Fellay 2026
Tables not extracted of Optimizing genomic language models for efficient training, fine-tuning, and inference (Saadat and Fellay, ICLR 2026 workshop)
Not extracted as results: Figure 2 (inference peak memory and throughput against sequence length 256-4096 and batch size 1-32), the Figure 3 points not quoted in Section 3.3 (baseline and FlashAttention stages for all models; every stage for GENA-LM 336M and NT 500M), Figure 4 (fine-tuning accuracy, peak memory and training time for promoter and enhancer prediction) and Figure 5 apart from the NT 2.5B BF16 and 4-bit memory. These figures plot values without printing them, and the repository does not read numbers from plotted marks.
Descriptive fact transcribed from the pinned source.
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 |
|---|---|---|
| Claimed field tables_not_extracted Context-only references | Optimizing genomic language models for efficient training, fine-tuning, and inference (Saadat and Fellay, ICLR 2026 workshop) Figures 2-5 (pages 5-7) Version: OpenReview PDF headed 'Published as a workshop paper at ICLR 2026' (11 pages; PDF CreationDate 2026-03-09) | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Source location Figures 2-5 (pages 5-7) Context-only references | Optimizing genomic language models for efficient training, fine-tuning, and inference (Saadat and Fellay, ICLR 2026 workshop) Figures 2-5 (pages 5-7) Version: OpenReview PDF headed 'Published as a workshop paper at ICLR 2026' (11 pages; PDF CreationDate 2026-03-09) | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Claimed value Not extracted as results: Figure 2 (inference peak memory and throughput against sequence length 256-4096 and batch size 1-32), the Figure 3 points not quoted in Section 3.3 (baseline and FlashAttention stages for all models; every stage for GENA-LM 336M and NT 500M), Figure 4 (fine-tuning accuracy, peak memory and training time for promoter and enhancer prediction) and Figure 5 apart from the NT 2.5B BF16 and 4-bit memory. These figures plot values without printing them, and the repository does not read numbers from plotted marks. Context-only references | Optimizing genomic language models for efficient training, fine-tuning, and inference (Saadat and Fellay, ICLR 2026 workshop) Figures 2-5 (pages 5-7) Version: OpenReview PDF headed 'Published as a workshop paper at ICLR 2026' (11 pages; PDF CreationDate 2026-03-09) | 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 Descriptive fact transcribed from the pinned source. Context-only references | Optimizing genomic language models for efficient training, fine-tuning, and inference (Saadat and Fellay, ICLR 2026 workshop) Figures 2-5 (pages 5-7) Version: OpenReview PDF headed 'Published as a workshop paper at ICLR 2026' (11 pages; PDF CreationDate 2026-03-09) | 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 saadat-fellay-20261015-source-paper Context-only references | Optimizing genomic language models for efficient training, fine-tuning, and inference (Saadat and Fellay, ICLR 2026 workshop) Figures 2-5 (pages 5-7) Version: OpenReview PDF headed 'Published as a workshop paper at ICLR 2026' (11 pages; PDF CreationDate 2026-03-09) | 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 tables_not_extracted: Saadat and Fellay 2026 Context-only references | Optimizing genomic language models for efficient training, fine-tuning, and inference (Saadat and Fellay, ICLR 2026 workshop) Figures 2-5 (pages 5-7) Version: OpenReview PDF headed 'Published as a workshop paper at ICLR 2026' (11 pages; PDF CreationDate 2026-03-09) | 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
Release 2026-10-22-1b7cf027e4f6 · Record review: source checked
1 source record and release history
- Optimizing genomic language models for efficient training, fine-tuning, and inference (Saadat and Fellay, ICLR 2026 workshop) · Original source · OpenReview PDF headed 'Published as a workshop paper at ICLR 2026' (11 pages; PDF CreationDate 2026-03-09)
Technical metadata and extraction receipts
Stable ID: saadat-fellay-20261015-claim-figures-not-extracted
- field
- tables_not_extracted
- value
- Not extracted as results: Figure 2 (inference peak memory and throughput against sequence length 256-4096 and batch size 1-32), the Figure 3 points not quoted in Section 3.3 (baseline and FlashAttention stages for all models; every stage for GENA-LM 336M and NT 500M), Figure 4 (fine-tuning accuracy, peak memory and training time for promoter and enhancer prediction) and Figure 5 apart from the NT 2.5B BF16 and 4-bit memory. These figures plot values without printing them, and the repository does not read numbers from plotted marks.
- source locator
- Figures 2-5 (pages 5-7)
- review
- reviewer: claude; reviewer note: Claude review agent; no human review claimed. Independent Claude (Opus 5.5) review agent, separate from the extraction agent that built this batch. Automated review only. Transcription, not reproduction.; reviewed at: 2026-10-15T22:00:00Z; artifact sha256: 4bc2452110f280a7ba8baa4c7c28beac89769511019666bc77fc33af9b3bcd60; retrieval url: https://openreview.net/pdf?id=NUleWh1GFx; method: source-hash-verification; pdf-text-parse; rendered-source-visual-check; ai-assisted-source-review; method note: Source sentences asserted in the pdftotext output by review/review.py; Figures 2-5 viewed to check the claim's scope.; note: Correct; Figure 5 left panel is consistent with the bounds.