Insurance
Benchmarks
TaskDatasetSOTA resultTrendResults
Insurance (test)
0.459RMSE
45
Insurance
5.26R^2
36
Insurance
35.6SHD
26
insurance
0.355nRMSE
18
insurance
0.291NCIW
17
Insurance n=27
11SHD
14
Insurance
85F1 Score
13
Insurance averaged over n ∈ {500, 1000, 5000, 10000} (synthetic)
0.663RNB
11
insurance
92.53F1-score
11
insurance
27,000Interval Score Loss
11
insurance
340Quantile Loss
11
insurance
96PICP
11
Insurance TabArena v0.1 (test)
4,439.8RMSE
10
Insurance N=800 (train)
0.85R-squared
9
Insurance N=400 (train)
0.85R^2
9
Insurance
82.53Hit@1
8
insurance
0.901COV
7
insurance
1.189RMSE
6
insurance 10^3 scaling (five-fold cross-val)
4.969RMSE
6
Insurance
151.314ML Efficiency
6
Insurance
13SHD
6
Insurance
83Directed Edge F1
6
Insurance (test)
0.714R2 Score (Test)
5
insurance
0.35NCIW
5
Insurance Airbag
3.54Average Ranking
5