dataset stringclasses 4
values | model stringclasses 4
values | accuracy float64 0.1 0.97 | precision float64 0 0.88 | recall float64 0 1 | f1 float64 0 0.87 | true_positive int64 0 2.51k | true_negative int64 0 16.7k | false_positive int64 5 17.3k | false_negative int64 0 1.22k | AUROC float64 0.5 0.99 | AUPRC float64 0.04 0.94 | MCC float64 -0.05 0.86 | ECE float64 0.01 0.47 | MCE float64 0.06 0.84 | raw_data dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
cc | distilbert_base | 0.3285 | 0.022255 | 0.545455 | 0.042766 | 30 | 627 | 1,318 | 25 | 0.578434 | 0.043935 | -0.046115 | 0.474633 | 0.478614 | {
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cc | distilbert_base_ft | 0.8635 | 0.06746 | 0.309091 | 0.110749 | 17 | 1,710 | 235 | 38 | 0.731965 | 0.08145 | 0.092778 | 0.12035 | 0.840414 | {
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cc | distilbert_tensor_trek | 0.96 | 0.393162 | 0.836364 | 0.534884 | 46 | 1,874 | 71 | 9 | 0.955326 | 0.671728 | 0.557361 | 0.07052 | 0.518887 | {
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cc | toxdec_roberta | 0.893 | 0.188976 | 0.857143 | 0.309677 | 24 | 869 | 103 | 4 | 0.927947 | 0.407366 | 0.372173 | 0.133616 | 0.759224 | {
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jsaw | distilbert_base | 0.1006 | 0.1006 | 1 | 0.182809 | 503 | 0 | 4,497 | 0 | 0.680489 | 0.165813 | 0 | 0.052762 | 0.062311 | {
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jsaw | distilbert_base_ft | 0.8936 | 0.477449 | 0.610338 | 0.535777 | 307 | 4,161 | 336 | 196 | 0.89379 | 0.50772 | 0.481287 | 0.057878 | 0.460338 | {
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jsaw | distilbert_tensor_trek | 0.9734 | 0.851711 | 0.890656 | 0.870748 | 448 | 4,419 | 78 | 55 | 0.992203 | 0.941786 | 0.856197 | 0.020522 | 0.125808 | {
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jsaw | toxdec_roberta | 0.95 | 0.747748 | 0.790476 | 0.768519 | 83 | 867 | 28 | 22 | 0.963405 | 0.865014 | 0.740875 | 0.03773 | 0.659365 | {
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rtp | distilbert_base | 0.12786 | 0.126517 | 0.998807 | 0.224586 | 2,512 | 31 | 17,343 | 3 | 0.504859 | 0.124739 | 0.004758 | 0.389866 | 0.393001 | {
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rtp | distilbert_base_ft | 0.835034 | 0.38574 | 0.514115 | 0.44077 | 1,293 | 15,315 | 2,059 | 1,222 | 0.811856 | 0.380532 | 0.351237 | 0.100484 | 0.490977 | {
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rtp | distilbert_tensor_trek | 0.942732 | 0.750364 | 0.819881 | 0.783584 | 2,062 | 16,688 | 686 | 453 | 0.971276 | 0.878278 | 0.751636 | 0.037398 | 0.218587 | {
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rtp | toxdec_roberta | 0.942732 | 0.750364 | 0.819881 | 0.783584 | 2,062 | 16,688 | 686 | 453 | 0.971276 | 0.878278 | 0.751636 | 0.037398 | 0.218587 | {
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tc | distilbert_base | 0.925634 | 0 | 0 | 0 | 0 | 4,705 | 16 | 362 | 0.536599 | 0.075517 | -0.01556 | 0.426407 | 0.434268 | {
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tc | distilbert_base_ft | 0.964588 | 0.75 | 0.754144 | 0.752066 | 273 | 4,630 | 91 | 89 | 0.970413 | 0.834713 | 0.733002 | 0.014126 | 0.409919 | {
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tc | distilbert_tensor_trek | 0.934291 | 0.684211 | 0.143646 | 0.237443 | 52 | 4,697 | 24 | 310 | 0.857296 | 0.403762 | 0.293645 | 0.030327 | 0.217044 | {
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tc | toxdec_roberta | 0.72 | 0.878049 | 0.210526 | 0.339623 | 36 | 324 | 5 | 135 | 0.768233 | 0.681728 | 0.337726 | 0.239088 | 0.54065 | {
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