FaLCon reaches 95.41% mAP@10, 94.44% R@1, and 99.09% R@5 on PAB by combining anchor-constrained retrieval with three rerankers and an uncertainty-gated consensus.
In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
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FaLCon: Facet-Anchored Retrieval with Late Consensus for Sim2Real Text-Based Person Anomaly Search
FaLCon reaches 95.41% mAP@10, 94.44% R@1, and 99.09% R@5 on PAB by combining anchor-constrained retrieval with three rerankers and an uncertainty-gated consensus.