The Academy Awards have long been considered the ultimate benchmark of excellence in cinema. But even the most prestigious stage has its blind spots. Over the years, several powerhouse performers have consistently delivered unforgettable roles, earned critical acclaim and racked up multiple nominations. Yet the coveted golden statuette has remained just out of reach. Amy Adams to Edward Norton to modern icons like Timothée Chalamet and Margot Robbie, these stars highlight the unpredictability, and occasional unfairness, of the prestigious Academy.