COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts

Jiansheng Li, Xingxuan Zhang, Hao Zou +6

Current object detectors often suffer significant perfor-mance degradation in real-world applications when encountering distributional shifts. Consequently, the out-of-distribution…