Sekigan Renkin Kenshi no Yarinaoshi Kitan

The story takes place in a world where dungeons suddenly appeared five years ago. Skilled adventurer Yoichi Yashiro loses his eye protecting a teammate from a strange monster during an exploration and becomes branded as a failure. Despite his injury, he becomes determined to continue his adventures using a new style of fighting. (Source: ANN)