7 stories tagged with #vlms, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Show HN: I put a $2.43 necklace on 3 outfits. VLMs priced it at $19 to $104
Context-driven valuation bias and halo effects across six multimodal LLMs (companion study to Lee, 2026) - BraveAnn011/ai-halo-valuation-bias…
MultiView-Bench: A Diagnostic Benchmark for World-Centric Multi-View Integration in VLMs
Recent benchmarks for VLMs largely assess single- or limited-view perception, leaving untested the core cognitive ability to integrate observations across viewpoints into a coheren…
CHASD: Language Increment-Calibrated Contrastive Decoding against Hallucination in LVLMs
Large Vision-Language Models have shown strong multimodal reasoning capabilities, yet they remain susceptible to object hallucinations when language priors dominate insufficient or…
SPACENUM: Revisiting Spatial Numerical Understanding in VLMs
Vision-Language Models (VLMs) are increasingly deployed in embodied environments, where they need produce numerical outputs such as action magnitudes and spatial coordinates. Altho…
Stop retraining YOLO: a developer’s guide to zero-shot object detection with generative VLMs
If you have ever maintained a computer vision pipeline in a factory, warehouse, or construction site,...…
Do VLMs in production still use fixed-patch ViTs for their vision capabilities? [D]
VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following
Vision-language models (VLMs) achieve strong performance on multimodal benchmarks, but may still lack robust control over basic visual operations. We study \textit{line tracing}, w…