arXiv presents biology-informed framework for evaluating synthetic ovarian cancer multi-omics datasets
The framework evaluates paired RNA expression and CNV profiles from the DECIDER cohort using variational autoencoders.
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Stories tagged #evaluation-framework
UFO: Chain-of-Evaluation for Omni-Condition Alignment in Multi-Modal Image Generation
Researchers propose UFO, a unified evaluation framework for multi-modal image generation that improves correlation with human judgments by 15.25%.
CTEM Technology Evaluation Scorecard
Horizon3.ai releases a scorecard for evaluating CTEM technologies on demonstrated exploitability and remediation evidence.
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MarkSec: Capability-Aware Evaluation of Adversarial Attacks Against LLM Watermarks
MarkSec unifies evaluation of stealing, scrubbing, and spoofing attacks against LLM watermarks with quality-constrained success metrics under shared reporting protocols.
Do Input-Level Defenses Transfer to Observation-Level Attacks on VideoLLMs?
A systematic study shows input-level adversarial defenses provide inconsistent, often near-zero protection against observation-level attacks on video LLMs.
Deep Persona: A Psychologically Grounded Architecture and Evaluation Framework for Role-Playing Agents and Simulations
Paper proposes Deep Persona, a three-layer psychologically grounded architecture for LLM role-playing agents plus a reference-free evaluation framework.