Shift-Reliance Alignment: Ranking Vision-Language Models by the Cues They Trust
arXiv:2610.22610v1 Announce Type: new Abstract: Vision-language models (VLMs) are usually chosen from leaderboards, which give one ranking for every application. On questions about objects that a scene suggests but does not contain, however, the model with the lowest error on the POPE hallucination…
Read the full story at arXiv cs.CV ↗
Timeline · 1 report
- 2026-10-19 04:00 · arXiv cs.CV
Shift-Reliance Alignment: Ranking Vision-Language Models by the Cues They Trust