bertweet-base-tweetner7-2020 / eval /metric.test_2020.json
asahi417's picture
model update
950be10
{"micro/f1": 0.6638023630504833, "micro/f1_ci": {"90": [0.6418572016184402, 0.683072873635275], "95": [0.6397231030341602, 0.6878762682463384]}, "micro/recall": 0.6414115204981837, "micro/precision": 0.6878130217028381, "macro/f1": 0.6240651348448572, "macro/f1_ci": {"90": [0.6000726487941666, 0.6450820854370489], "95": [0.5959923653749377, 0.6483570192589765]}, "macro/recall": 0.6088211190017436, "macro/precision": 0.6445261805050383, "per_entity_metric": {"corporation": {"f1": 0.5804749340369394, "f1_ci": {"90": [0.5186940057264247, 0.634421505376344], "95": [0.511232833957553, 0.6458452608142494]}, "precision": 0.5851063829787234, "recall": 0.5759162303664922}, "creative_work": {"f1": 0.5494505494505495, "f1_ci": {"90": [0.49384915088405895, 0.6042839513427749], "95": [0.48414288370363484, 0.6140688259109314]}, "precision": 0.5405405405405406, "recall": 0.5586592178770949}, "event": {"f1": 0.4990403071017275, "f1_ci": {"90": [0.4465795369678865, 0.545831502200961], "95": [0.43690366732838776, 0.5538938053097346]}, "precision": 0.5078125, "recall": 0.49056603773584906}, "group": {"f1": 0.5617977528089888, "f1_ci": {"90": [0.5054113082467208, 0.6175137833864248], "95": [0.49254370765167715, 0.6298707075842308]}, "precision": 0.672645739910314, "recall": 0.48231511254019294}, "location": {"f1": 0.6744868035190615, "f1_ci": {"90": [0.611976320582878, 0.7320256856279911], "95": [0.5962226896592779, 0.740745899102445]}, "precision": 0.6534090909090909, "recall": 0.696969696969697}, "person": {"f1": 0.847545219638243, "f1_ci": {"90": [0.8229540630381673, 0.8695689462301439], "95": [0.818900462962963, 0.874592017212771]}, "precision": 0.8707964601769912, "recall": 0.825503355704698}, "product": {"f1": 0.6556603773584906, "f1_ci": {"90": [0.6023278867102397, 0.7027096864306166], "95": [0.5898495068901802, 0.7139374819254937]}, "precision": 0.6813725490196079, "recall": 0.6318181818181818}}}