Qwen3-Reranker-8B (pretrained, not fine-tuned)
Qwen3-Reranker-8B used as-is (not fine-tuned on CIViC-Fact); the best-performing non-fine-tuned passage-retrieval model reported in the source's mAP comparison (Table 3).
Overview
Qwen3-Reranker-8B used as-is (not fine-tuned on CIViC-Fact); the best-performing non-fine-tuned passage-retrieval model reported in the source's mAP comparison (Table 3).
Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.
Evaluations and results
1 evaluation · 1 result. Different protocols are not a single leaderboard.
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Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: Qwen3-Reranker-8B (pretrained, not fine-tuned) | Protocol: CIViC-Fact v3 within-linked-publication passage retrieval, post-cutoff cohort Dataset: CIViC-Fact v3 post-cutoff temporal-evaluation cohort, 2026-03-03 to 2026-06-09 | 37/40 (92.5%) appropriate_retrieval_rate_postcutoff percent · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceCIViC-Fact v3 post-cutoff within-linked-publication retrieval: Qwen3-Reranker-8B (pretrained) Not reported Aggregation: Not reported CIViC-Fact: a proof-of-concept framework for AI-assisted verification of cancer variant interpretations (bioRxiv v3) · Results, 'Passage Retrieval Models Perform Well without Fine-Tuning' subsection (printed page 14 / PDF page 15): '...both the fine-tuned MedCPT model and the 8B Qwen 3 reranker performed similarly retrieving appropriate content for 37 of the remaining 40 entries (92.5%).' |
Source checking is not independent reproduction. Release 2026-10-07-1448159e6a81.
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Evidence
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Evidence table
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Sources and history
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Release 2026-10-07-1448159e6a81 · Record review: source checked
1 source records and release history
- CIViC-Fact: a proof-of-concept framework for AI-assisted verification of cancer variant interpretations (bioRxiv v3) · Original source · bioRxiv preprint doi:10.1101/2025.09.10.675443, Version 3, posted 2026-08-29 (per in-document header and bioRxiv API version metadata); published: NA.
Technical metadata and extraction receipts
Stable ID: ucc-clinical-egfr-config-qwen3-reranker-8b
- areas
- dna-genomes
- contexts
- clinical_research
- review
- method: automated_source_review; reviewer: Claude Sonnet EGFR-evidence-research worker; date: 2026-10-07; note: Source-backed literature curation with independent automated transcription and scope checks, independently reviewed by Codex across two review cycles before ingestion. No new model execution, independent experimental replication, qualified human scientific review or clinical validation.; source id: ucc-clinical-egfr-source-civicfact-v3
- model version
- Qwen/Qwen3-Reranker-8B (Huggingface model identifier, confirmed Table 4)
- model identity note
- 'Qwen/Qwen3-Reranker-8B' is the base Huggingface model namespace/identifier as printed in Table 4. This is the identifier only, not an immutable checkpoint revision (e.g. a pinned commit hash or snapshot date); the source does not report one for this model, and no new model execution is implied.
- fine tuning
- applied: false; note: Source text: Qwen3-Reranker-8B 'outperformed the other non-fine-tuned passage retrieval models'; it is not among the models the source describes as fine-tuned on CIViC-Fact.
- parent identity review
- source id: ucc-clinical-egfr-source-civicfact-v3; source locator: Table 4 (Huggingface ID / Model Version column); Results, 'Passage Retrieval Models Perform Well without Fine-Tuning'; Table 3.; method: automated_source_review