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Papers Benchmarks Datasets Tasks

Insurance dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Insurance

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Ranking direct causal variables

Insurance Antilock

8.63Average Rank

5

Ranking direct causal variables

Insurance Vehicleyear

29.14Average Ranking

5

Ranking direct causal variables

Insurance Othercar

2.28Average Rank

5

Causal Variable Selection

Insurance Airbag

2.77Computation Time (s)

5

Causal Variable Selection

Insurance Antilock

5.72Computation Time (sec)

5

Causal Variable Selection

Insurance Vehicleyear

5.33Computation Time (s)

5

Causal Variable Selection

Insurance Othercar

1.13Computation Time (s)

5

Document Classification

Insurance

0.92AUC

5

Insurance

91Coverage

4

Insurance

0.11RMSE

4

Theme Label Quality

Insurance Out-of-domain

41.8ROUGE-1

4

Theme Distribution

Insurance Out-of-domain

54.5Acc

4

Document Image Classification

Insurance

2.3Training Time (hours)

3

Insurance (test)

93.24Accuracy

2

insurance

-18.6NCIW

2

Causal Effect Estimation

Insurance

91.83Recall

1

Probabilistic Model Checking

insurance bnlearn

1Min Time (s)

1

Structure Learning

Insurance 27 nodes

—Primary metric

0

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Popular tasks

Regression Causal Variable Selection Ranking direct causal variables Causal Discovery Downstream Regression

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