In order to investigate the impact of cracked specimen configurations on the apparent fracture toughness of the green sandstone, a series of fracture experiments were conducted utilizing four distinct types of specimens. The experimental results show that the cracked straight-through Brazilian disk (CSTBD) specimens observed the minimum mode I fracture toughness KIC and the maximum mode II fracture toughness KIIC. The KIC measured by notched semi-circular bending (NSCB) specimens is nearly twice that of CSTBD specimens, while the KIIC is only 77% of CSTBD specimens. It indicates that both the specimen configurations and loading conditions are significant factors influencing the apparent fracture toughness, which may be attributed to the different T-stress for different specimens. Furthermore, several fracture criteria were employed to evaluate the experimental results. Simultaneously, a theoretical framework based on the generalized maximum tangential strain (GMTSN) criterion was proposed to investigate the impact of T-stress on apparent fracture toughness. The results indicate that positive T-stress can improve the KIC, while negative T-stress can decrease the KIC. In addition, we also found that the dependence of KIIC on T-stress is exactly opposite to that of KIC. The study provides theoretical references for systematically evaluating experimental results and selecting specimens reasonably.