TabMI-Bench / tabdpt_causal_3seed.json
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{
"description": "TabDPT noising-based causal tracing aggregated over 3 seeds {42, 123, 456}, sigma=0.5, n_datasets=10",
"n_seeds": 3,
"seeds": [
42,
123,
456
],
"mean_normalized_sensitivity": [
1.0,
0.7018377468988651,
0.5685874639876004,
0.4538804232678526,
0.3817325204149454,
0.23675423179077792,
0.20504568924174446,
0.1583610743525934,
0.1124596383575424,
0.12451348992825127,
0.10947191213653507,
0.07601084925756534,
0.060164976001917836,
0.03976623092575352,
0.0249655451484906,
0.027442681662343784
],
"std_normalized_sensitivity": [
0.0,
0.017761062834862184,
0.0925384564101239,
0.09942915578829141,
0.05941365788445595,
0.05341343518832642,
0.018085401241122616,
0.0337170545909611,
0.0060207390998890725,
0.011522931125006257,
0.018042595005265068,
0.017456476894067808,
0.0046473168803727325,
0.006511382372350869,
0.00514078249394958,
0.0027338907878710207
],
"peak_layers_per_seed": [
0,
0,
0
],
"mean_profile_peak_layer": 0,
"mean_profile_peak_value": 1.0
}