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Papers Benchmarks Datasets Tasks

Covid dataset and benchmarks · SOTA2 Research

Research Datasets

Covid

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Medical Image Classification

COVID

90.47Accuracy

91

Information Retrieval

COVID

78.1nDCG@10

50

Medical Image Classification

Covid (test)

97.4Accuracy

43

Medical Image Classification

COVID (downstream)

86.21Accuracy

28

CT Reconstruction

COVID (test)

23.41PSNR

28

Simulator selection

COVID-19

1.65Top-1 Regret

24

Spatio-temporal forecasting

Covid

2.06MSE

24

Bayesian network structure discovery

covid

29SHD

22

Image Classification

COVID 4-way 5-shot (test)

95.58Accuracy

20

Image Classification

COVID 4-way 1-shot (test)

93.47Accuracy

20

Passage Reranking

COVID BEIR

73.94NDCG@10

19

Image Classification

COVID CT&X-ray

92.43Last Epoch Accuracy

18

Causal Discovery

Covid linear synthetic 4

3.49Dtop

17

Causal Discovery

Covid linear synthetic 3

2.64Dtop

17

Causal Discovery

Covid linear synthetic 2

1.67Dtop

17

Causal Discovery

Covid linear synthetic 1

100Dtop

17

Document Reranking

COVID

71.038NDCG@5

14

COVID

69nDCG

12

Medical Image Segmentation

COVID

68.37DSC

12

Spatio-temporal dynamics prediction

Covid (test)

0.741MSE

11

Medical Anomaly Detection

COVID-19

96.6Precision

10

Medical Imaging Classification

Covid public (test)

98.67Accuracy

9

Causal order recovery

Covid non-linear synthetic 4

0D_top

9

Causal order recovery

Covid 2 (non-linear synthetic)

0D_top

9

Total Effect Estimation

Covid 4

0Epsilon ATE

9

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

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