roberta-large-tweetner7-2021 / eval /metric.test_2020.json
asahi417's picture
model update
8c6f4d3
raw
history blame
1.91 kB
{"micro/f1": 0.6335644937586686, "micro/f1_ci": {"90": [0.6120421464705215, 0.6525076828761172], "95": [0.6086564713285258, 0.6559915040520051]}, "micro/recall": 0.5926310326933056, "micro/precision": 0.6805721096543504, "macro/f1": 0.5914520478690088, "macro/f1_ci": {"90": [0.5672890790149243, 0.6111046076343697], "95": [0.5631922824822733, 0.615969012049981]}, "macro/recall": 0.5535477989961968, "macro/precision": 0.6370623744887871, "per_entity_metric": {"corporation": {"f1": 0.5322128851540617, "f1_ci": {"90": [0.4679528605099636, 0.5855111633372503], "95": [0.45919247230614296, 0.5964937200956938]}, "precision": 0.572289156626506, "recall": 0.4973821989528796}, "creative_work": {"f1": 0.4941176470588235, "f1_ci": {"90": [0.4324237140366173, 0.5483963133640553], "95": [0.4233767507552276, 0.5575498000792478]}, "precision": 0.5217391304347826, "recall": 0.4692737430167598}, "event": {"f1": 0.46613545816733065, "f1_ci": {"90": [0.41300613255759094, 0.5199418408061135], "95": [0.40350089295094027, 0.5281582054309327]}, "precision": 0.4936708860759494, "recall": 0.44150943396226416}, "group": {"f1": 0.5464684014869888, "f1_ci": {"90": [0.4933666798613359, 0.5976370403789758], "95": [0.4788116130430073, 0.610861672409387]}, "precision": 0.6475770925110133, "recall": 0.47266881028938906}, "location": {"f1": 0.63125, "f1_ci": {"90": [0.5671345820472707, 0.6885394482690307], "95": [0.5551672761749965, 0.7014767828550316]}, "precision": 0.6516129032258065, "recall": 0.6121212121212121}, "person": {"f1": 0.81326352530541, "f1_ci": {"90": [0.7841960889038811, 0.8395792418896547], "95": [0.7788274499501572, 0.8438129923423588]}, "precision": 0.8472727272727273, "recall": 0.7818791946308725}, "product": {"f1": 0.6567164179104477, "f1_ci": {"90": [0.6008587786259542, 0.7132317854013615], "95": [0.5929074717150218, 0.7208718442447583]}, "precision": 0.7252747252747253, "recall": 0.6}}}