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Papers Benchmarks Datasets Tasks

Covid dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Covid

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Total Effect Estimation

Covid 3

0Epsilon ATE

9

Total Effect Estimation

Covid 2

0Epsilon ATE

9

Total Effect Estimation

Covid 1

0Epsilon ATE

9

Estimating causal orders

Covid 4 linear synthetic standard

2SHD

9

Estimating causal orders

Covid 3 linear synthetic standard

1SHD

9

Estimating causal orders

Covid linear synthetic standard 2

1SHD

9

Estimating causal orders

Covid linear synthetic 1 standard

0SHD

9

Causal Order Estimation

Covid 4 non-linear synthetic

4SHD

9

Causal Order Estimation

Covid non-linear synthetic 3

1.67SHD

9

Causal Order Estimation

Covid non-linear synthetic 2

3SHD

9

Causal Order Estimation

Covid non-linear synthetic 1

0SHD

9

Document Retrieval

Covid CN

89.78NDCG@10

8

Causal Discovery

Covid linear synthetic data 4

0.67SHD

8

Causal Discovery

Covid linear synthetic data 3

1SHD

8

Causal Discovery

Covid linear synthetic data 2

0.17SHD

8

Causal Discovery

Covid linear synthetic data 1

0SHD

8

Respiratory Classification

Covid Cough 2

0.887AUROC

8

Comment Count Prediction

COVID dataset

18.548RMSE

7

Time Series Ordinal Classification

Covid3Month

0.737MAE

5

Covid Variant Classification

Covid GUE

74.09MCC

5

Medical Diagnosis

COVID

2.419Mean Prediction-Set Size

4

Spatio-temporal Density Estimation

Covid (test)

1.916NLL

4

Medical Image Classification

Covid CA

82.5Accuracy

2

Medical Image Classification

Covid (BA)

99.9Accuracy

2

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Popular tasks

Causal Discovery Medical Image Classification Causal Order Estimation Estimating causal orders Total Effect Estimation

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