MemEye benchmark evaluates multimodal memory on visual granularity and evidence synthesis, finding that 13 methods across 4 VLMs struggle with fine details and temporal state changes.
Avenir-web: Human-experience-imitating multimodal web agents with mixture of grounding experts.arXiv preprint arXiv:2602.02468, 2026
2 Pith papers cite this work. Polarity classification is still indexing.
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Avenir-UX automates web usability testing by using GUI-grounded simulation of user behavior to generate standardized reports with SUS, SEQ, and Think Aloud protocols.
citing papers explorer
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MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory
MemEye benchmark evaluates multimodal memory on visual granularity and evidence synthesis, finding that 13 methods across 4 VLMs struggle with fine details and temporal state changes.
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Avenir-UX: Automated UX Evaluation via Simulated Human Web Interaction with GUI Grounding
Avenir-UX automates web usability testing by using GUI-grounded simulation of user behavior to generate standardized reports with SUS, SEQ, and Think Aloud protocols.