MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs

Wenqian Ye, Bohan Liu, Guangtao Zheng +6

Spurious bias, a tendency to exploit spurious correlations between superficial input attributes and prediction targets, has revealed a severe robustness pitfall in classical machin…