Toward Faithful Segmentation Attribution via Benchmarking and Dual-Evidence Fusion

ArXi:2603.22624v1 Announce Type: cross Attribution maps for semantic segmentation are almost always judged by visual plausibility. Yet looking convincing does not guarantee that the highlighted pixels actually drive the model's prediction, nor that attribution credit stays within the target region. These questions require a dedicated evaluation protocol. We