2025
MMCSBench: A Fine-Grained Benchmark for Large Vision-Language Models in Camouflage Scenes
NeurIPS 2025poster
Current camouflaged object detection methods predominantly follow discriminative segmentation paradigms and heavily rely on predefined categories present in the training data, limiting their generalization to unseen or emerging camouflage objects. This limitation is further compounded by the labor-i…