abstract-prism-data / lever_comparison.json
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Add lever comparison results (SetFit iter sweep + IDCNN-CRF)
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[
{
"name": "setfit_iter20",
"macro_f1": 0.7657024151074298,
"per_class_f1": {
"computational_methods": 0.8456992777413,
"experimental_methods": 0.7189805499664654,
"garbage": 0.8970283344851416,
"impact": 0.7070020394289599,
"other": 0.5738233397807866,
"problems": 0.8516809492419248
},
"boundary_pass": true,
"train_time": 3112.76162314415
},
{
"name": "setfit_iter40",
"macro_f1": 0.7635389189665549,
"per_class_f1": {
"computational_methods": 0.8424522083058669,
"experimental_methods": 0.7219641672196416,
"garbage": 0.897364771151179,
"impact": 0.7095490716180372,
"other": 0.562753036437247,
"problems": 0.8471502590673575
},
"boundary_pass": true,
"train_time": 4710.7629935741425
},
{
"name": "setfit_iter40_ep2",
"macro_f1": 0.7599625048576849,
"per_class_f1": {
"computational_methods": 0.8401294498381877,
"experimental_methods": 0.717056856187291,
"garbage": 0.8941176470588236,
"impact": 0.7100591715976331,
"other": 0.5529573590096286,
"problems": 0.8454545454545455
},
"boundary_pass": true,
"train_time": 8779.142691373825
},
{
"name": "idcnn_crf_setfit_iter20",
"macro_f1": 0.83516711191624,
"best_epoch": 5
}
]