bertweet-base-tweetner7-continuous / eval /metric.test_2021.json
asahi417's picture
model update
a2f7039
{"micro/f1": 0.6584472230299506, "micro/f1_ci": {"90": [0.6494608590732527, 0.6679885108746003], "95": [0.6476930900555805, 0.6694290853194725]}, "micro/recall": 0.6546022201665125, "micro/precision": 0.6623376623376623, "macro/f1": 0.6102300887168732, "macro/f1_ci": {"90": [0.6004038513370128, 0.6197560648878369], "95": [0.5983376336540169, 0.6210193530268486]}, "macro/recall": 0.6126461527097806, "macro/precision": 0.611802506987418, "per_entity_metric": {"corporation": {"f1": 0.5185185185185185, "f1_ci": {"90": [0.49337153061983774, 0.5439587858969501], "95": [0.48740574277388654, 0.5496106513391685]}, "precision": 0.5159515951595159, "recall": 0.5211111111111111}, "creative_work": {"f1": 0.4682686383240912, "f1_ci": {"90": [0.438666115261993, 0.4978700091388796], "95": [0.43393763344195974, 0.503641894873691]}, "precision": 0.4260089686098655, "recall": 0.5198358413132695}, "event": {"f1": 0.49658536585365853, "f1_ci": {"90": [0.47272381446418543, 0.5189233272281362], "95": [0.46833006812245065, 0.52501206086096]}, "precision": 0.5352260778128286, "recall": 0.46314831665150136}, "group": {"f1": 0.6117404737384141, "f1_ci": {"90": [0.591561073989307, 0.6339137710303029], "95": [0.5878883127243717, 0.63736429288823]}, "precision": 0.6387096774193548, "recall": 0.5869565217391305}, "location": {"f1": 0.6658081133290406, "f1_ci": {"90": [0.6385166723863426, 0.692362621847589], "95": [0.6316389021787584, 0.6965855246144679]}, "precision": 0.6176821983273596, "recall": 0.7220670391061452}, "person": {"f1": 0.8447412353923205, "f1_ci": {"90": [0.8347663259120971, 0.8552561479552422], "95": [0.8329609550207723, 0.8566901985328257]}, "precision": 0.8499440089585666, "recall": 0.8396017699115044}, "product": {"f1": 0.6659482758620691, "f1_ci": {"90": [0.6434850321173191, 0.6866341444247477], "95": [0.6403631144443871, 0.690716861020364]}, "precision": 0.6990950226244343, "recall": 0.6358024691358025}}}