bert-base-tweetner7-2021 / eval /metric.test_2020.json
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model update
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{"micro/f1": 0.5844643372798152, "micro/f1_ci": {"90": [0.563635081420695, 0.6049707267950686], "95": [0.5599700870857128, 0.6090208008473901]}, "micro/recall": 0.5251686559418786, "micro/precision": 0.6588541666666666, "macro/f1": 0.5421676095032785, "macro/f1_ci": {"90": [0.5207339779479219, 0.5627309034099124], "95": [0.5164049065912122, 0.566586222357101]}, "macro/recall": 0.4850420088484678, "macro/precision": 0.6164636587810847, "per_entity_metric": {"corporation": {"f1": 0.48837209302325585, "f1_ci": {"90": [0.4331173898052879, 0.5406831776841848], "95": [0.4240425874275906, 0.5492604072290306]}, "precision": 0.5490196078431373, "recall": 0.4397905759162304}, "creative_work": {"f1": 0.4304635761589404, "f1_ci": {"90": [0.3727598566308244, 0.48666666666666664], "95": [0.3650740025740025, 0.4952410437859355]}, "precision": 0.5284552845528455, "recall": 0.36312849162011174}, "event": {"f1": 0.3227176220806794, "f1_ci": {"90": [0.26938415101139795, 0.3763103665250905], "95": [0.2586177574478067, 0.38613812128642844]}, "precision": 0.36893203883495146, "recall": 0.28679245283018867}, "group": {"f1": 0.5065176908752327, "f1_ci": {"90": [0.4571428571428572, 0.5595023477009111], "95": [0.4444005270092226, 0.5682343778632948]}, "precision": 0.6017699115044248, "recall": 0.43729903536977494}, "location": {"f1": 0.6153846153846153, "f1_ci": {"90": [0.5421016483516483, 0.6753693298105905], "95": [0.5293878527020563, 0.6838247153700189]}, "precision": 0.6865671641791045, "recall": 0.5575757575757576}, "person": {"f1": 0.7667560321715817, "f1_ci": {"90": [0.7357200782476069, 0.7935042398953037], "95": [0.7289370539370538, 0.7984247819667724]}, "precision": 0.8202676864244742, "recall": 0.7197986577181208}, "product": {"f1": 0.6649616368286445, "f1_ci": {"90": [0.6082217918778835, 0.7151641743808846], "95": [0.5989697210174176, 0.7246467391304348]}, "precision": 0.7602339181286549, "recall": 0.5909090909090909}}}