t5-base-ner-conll / metrics.json
Olga Bystrova
update model (best checkpoint in 10 epochs)
e059b99
{
"ORG": {
"precision": 0.9020242914979757,
"recall": 0.8484386900228484,
"f1-score": 0.8744113029827315,
"support": 1313.0
},
"PER": {
"precision": 0.9280368451352907,
"recall": 0.8906077348066298,
"f1-score": 0.9089371299689878,
"support": 1810.0
},
"LOC": {
"precision": 0.8780339805825242,
"recall": 0.8828553996339231,
"f1-score": 0.8804380894432613,
"support": 1639.0
},
"MISC": {
"precision": 0.8393258426966292,
"recall": 0.8208791208791208,
"f1-score": 0.8300000000000001,
"support": 910.0
},
"macro_avg": {
"precision": 0.8868552399781049,
"recall": 0.8606952363356306,
"f1-score": 0.8734466305987452
},
"micro_avg": {
"precision": 0.8674188998589563,
"recall": 0.8674188998589563,
"f1-score": 0.8674188998589563
},
"weighted_avg": {
"precision": 0.8933337086495782,
"recall": 0.8674188998589563,
"f1-score": 0.8800451824149682
}
}