TabMI-Bench / scale_10k_multiseed.json
EvalData's picture
Upload scale_10k_multiseed.json
6012861 verified
{
"42": {
"tabpfn": {
"r2_by_layer": [
0.4394717123446421,
0.4595016462459707,
0.30862744750472726,
0.48008470917774604,
0.682828330585125,
0.794038585892731,
0.9769740128126324,
0.982071634567202,
0.9867100823749352,
0.9916936305514501,
0.990389388330028,
0.9877673819760783
],
"peak_r2": 0.9916936305514501,
"profile_variance": 0.0657116160061155
},
"tabicl": {
"r2_by_layer": [
0.9978198010482286,
0.999058427576873,
0.9996616636199247,
0.9997909524265114,
0.9997928404556189,
0.9998704826496425,
0.9998874834464814,
0.9998992967372465,
0.9998259713446357,
0.9998623726894342,
0.9998135611254672,
0.9998200988769673
],
"peak_r2": 0.9998992967372465,
"profile_variance": 3.332014408114629e-07
}
},
"123": {
"tabpfn": {
"r2_by_layer": [
0.4563986564553192,
0.46489943557614255,
0.31435747719357976,
0.42272984066374764,
0.6844634092565267,
0.810407771639216,
0.9746742949229112,
0.9825035590330897,
0.9819424562788608,
0.9905205761779339,
0.9928568354654045,
0.989929302008295
],
"peak_r2": 0.9928568354654045,
"profile_variance": 0.06705735566492414
},
"tabicl": {
"r2_by_layer": [
0.9984556147240912,
0.9993056598299023,
0.9997340528000144,
0.9998396686493891,
0.9998370461580082,
0.9998861160059515,
0.9998990821723148,
0.999915945090058,
0.999859900237474,
0.9998812839053853,
0.9998050322978225,
0.9997744032378223
],
"peak_r2": 0.999915945090058,
"profile_variance": 1.6131742980916754e-07
}
},
"456": {
"tabpfn": {
"r2_by_layer": [
0.4371782530337984,
0.44607421534264025,
0.33178876081113173,
0.4679550328975136,
0.7233091921215704,
0.8199258000782561,
0.9812323855434137,
0.985036219758043,
0.9903075995665895,
0.992167865015331,
0.9904219428280712,
0.9886429527143786
],
"peak_r2": 0.992167865015331,
"profile_variance": 0.06567996753544193
},
"tabicl": {
"r2_by_layer": [
0.998198146948803,
0.9991834592847725,
0.9997061604475597,
0.9998513989072197,
0.9998488607864743,
0.9999085847197603,
0.9999091831624455,
0.9999180344794695,
0.9998625966711466,
0.9998647660412578,
0.9998150665790427,
0.9998024246012084
],
"peak_r2": 0.9999180344794695,
"profile_variance": 2.29674335292191e-07
}
}
}