ToxicBench
Collection
Artifacts (models, datasets, metrics) used and produced for the L46 Final Project • 14 items • Updated
dataset stringclasses 1
value | model stringclasses 5
values | accuracy float64 0.93 0.97 | precision float64 0 0.83 | recall float64 0 0.82 | f1 float64 0 0.82 | true_positive int64 0 100 | true_negative int64 1.52k 1.55k | false_positive int64 0 21 | false_negative int64 22 122 | AUROC float64 0.49 0.98 | AUPRC float64 0.14 0.89 | MCC float64 0 0.81 | ECE float64 0.01 0.07 | MCE float64 0.13 0.54 | raw_data dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ablation_mixed | cc | 0.926815 | 0 | 0 | 0 | 0 | 1,545 | 0 | 122 | 0.493888 | 0.143204 | 0 | 0.018396 | 0.488512 | {
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ablation_mixed | jsaw | 0.929814 | 0.6 | 0.122951 | 0.204082 | 15 | 1,535 | 10 | 107 | 0.741302 | 0.308562 | 0.249593 | 0.068645 | 0.127459 | {
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ablation_mixed | mixed | 0.962807 | 0.794118 | 0.663934 | 0.723214 | 81 | 1,524 | 21 | 41 | 0.961038 | 0.801177 | 0.70669 | 0.055048 | 0.180611 | {
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ablation_mixed | rtp | 0.938812 | 0.833333 | 0.204918 | 0.328947 | 25 | 1,540 | 5 | 97 | 0.875956 | 0.502364 | 0.395117 | 0.043404 | 0.471472 | {
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ablation_mixed | tc | 0.974205 | 0.826446 | 0.819672 | 0.823045 | 100 | 1,524 | 21 | 22 | 0.981861 | 0.886795 | 0.809142 | 0.014176 | 0.539533 | {
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