{"valid": {"micro/f1": 0.8866559485530546, "micro/recall": 0.8967479674796748, "micro/precision": 0.8767885532591415, "macro/f1": 0.8748392665543451, "macro/recall": 0.885969064067344, "macro/precision": 0.8651846287039474, "per_entity_metric": {"corporation": {"precision": 0.9217877094972067, "recall": 0.8549222797927462, "f1": 0.8870967741935484}, "group": {"precision": 0.8341463414634146, "recall": 0.9, "f1": 0.8658227848101266}, "location": {"precision": 0.9049586776859504, "recall": 0.9358974358974359, "f1": 0.9201680672268907}, "person": {"precision": 0.9655172413793104, "recall": 0.9655172413793104, "f1": 0.9655172413793104}, "product": {"precision": 0.7625, "recall": 0.8299319727891157, "f1": 0.7947882736156352}, "work of art": {"precision": 0.8021978021978022, "recall": 0.8295454545454546, "f1": 0.8156424581005587}}}}