experiment | city_cws_Accuracy | city_cws_F1 Score | city_cws_Precision | city_cws_Recall |
---|---|---|---|---|
single_task | 0.9820 | 0.9783 | 0.9782 | 0.9783 |
multitask | 0.9759 | 0.9724 | 0.9727 | 0.9721 |
experiment | boson_ner_Accuracy | boson_ner_F1 Score | boson_ner_Precision | boson_ner_Recall |
---|---|---|---|---|
single_task | 0.9676 | 0.8316 | 0.8232 | 0.8402 |
multitask | 0.9667 | 0.8268 | 0.8209 | 0.8328 |
experiment | CWS_Accuracy | CWS_F1 Score | CWS_Precision | CWS_Recall |
---|---|---|---|---|
single_task | 0.9660 | 0.9590 | 0.9592 | 0.9587 |
multitask | 0.9625 | 0.9541 | 0.9540 | 0.9543 |
experiment | ontonotes_ner_Accuracy | ontonotes_ner_F1 Score | ontonotes_ner_Precision | ontonotes_ner_Recall |
---|---|---|---|---|
single_task | 0.9752 | 0.8490 | 0.8365 | 0.8619 |
multitask | 0.9747 | 0.8403 | 0.8190 | 0.8627 |
experiment | pku_cws_Accuracy | pku_cws_F1 Score | pku_cws_Precision | pku_cws_Recall |
---|---|---|---|---|
single_task | 0.9612 | 0.9529 | 0.9567 | 0.9491 |
multitask | 0.9575 | 0.9479 | 0.9512 | 0.9447 |
experiment | msr_cws_Accuracy | msr_cws_F1 Score | msr_cws_Precision | msr_cws_Recall |
---|---|---|---|---|
single_task | 0.9724 | 0.9650 | 0.9615 | 0.9685 |
multitask | 0.9665 | 0.9572 | 0.9535 | 0.9610 |
experiment | ctb_pos_Accuracy | ctb_pos_Accuracy Per Sequence |
---|---|---|
single_task | 0.9617 | 0.5470 |
multitask | 0.9606 | 0.5345 |
experiment | weibo_ner_Accuracy | weibo_ner_F1 Score | weibo_ner_Precision | weibo_ner_Recall |
---|---|---|---|---|
single_task | 0.9806 | 0.6748 | 0.7020 | 0.6495 |
multitask | 0.9804 | 0.6729 | 0.6777 | 0.6682 |
experiment | msra_ner_Accuracy | msra_ner_F1 Score | msra_ner_Precision | msra_ner_Recall |
---|---|---|---|---|
single_task | 0.9947 | 0.9651 | 0.9665 | 0.9638 |
multitask | 0.9959 | 0.9705 | 0.9717 | 0.9692 |
experiment | ctb_cws_Accuracy | ctb_cws_F1 Score | ctb_cws_Precision | ctb_cws_Recall |
---|---|---|---|---|
single_task | 0.9569 | 0.9501 | 0.9511 | 0.9491 |
multitask | 0.9572 | 0.9491 | 0.9494 | 0.9489 |