Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

Covid

Benchmarks

Task NameDataset NameSOTA ResultTrend
Medical Image ClassificationCOVID
Accuracy90.47
54
Medical Image ClassificationCovid (test)
Accuracy97.4
43
Information RetrievalCOVID
nDCG@1078.1
37
Medical Image ClassificationCOVID (downstream)
Accuracy86.21
28
CT ReconstructionCOVID (test)
PSNR23.41
28
Bayesian network structure discoverycovid
SHD29
22
Image ClassificationCOVID 4-way 5-shot (test)
Accuracy95.58
20
Image ClassificationCOVID 4-way 1-shot (test)
Accuracy93.47
20
Image ClassificationCOVID CT&X-ray
Last Epoch Accuracy92.43
18
Causal DiscoveryCovid linear synthetic 4
Dtop3.49
17
Causal DiscoveryCovid linear synthetic 3
Dtop2.64
17
Causal DiscoveryCovid linear synthetic 2
Dtop1.67
17
Causal DiscoveryCovid linear synthetic 1
Dtop100
17
RerankingCOVID
nDCG69
12
Medical Image SegmentationCOVID
DSC68.37
12
Spatio-temporal dynamics predictionCovid (test)
MSE0.741
11
Medical Anomaly DetectionCOVID-19
Precision96.6
10
Causal order recoveryCovid non-linear synthetic 4
D_top0
9
Causal order recoveryCovid 2 (non-linear synthetic)
D_top0
9
Total Effect EstimationCovid 4
Epsilon ATE0
9
Total Effect EstimationCovid 3
Epsilon ATE0
9
Total Effect EstimationCovid 2
Epsilon ATE0
9
Total Effect EstimationCovid 1
Epsilon ATE0
9
Estimating causal ordersCovid 4 linear synthetic standard
SHD2
9
Estimating causal ordersCovid 3 linear synthetic standard
SHD1
9
Showing 25 of 41 rows