---
language: en
library_name: transformers
license: cc-by-nc-2.0
tags:
- scientific-claim-verification
- scifact
- evidence-selection
- retrieved-evidence
metrics:
- accuracy
- f1
---

# VeriSci Learned Selector Joint Verifier

Experimental candidate with a learned claim-sentence selector and joint verifier.

- Selector base: `microsoft/deberta-v3-small`
- Verifier base: `rishhh/verisci-claim-verifier-retrieval-adapted-seed123`
- SciFact validation accuracy: 0.7022
- SciFact validation macro F1: 0.6653
- Promotion gate passed: `False`
- Promotion gate reason: `candidate_accuracy_below_target: 0.702 < 0.910`

This artifact is experimental unless the repository documentation marks it as promoted.