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

Synthetic dataset

Benchmarks

Task NameDataset NameSOTA ResultTrend
Runtime analysisSynthetic dataset c=2
CPU Runtime (s)0.001
70
Multi-view ClusteringSynthetic Dataset Setup
Rand Index1
60
Novel View SynthesisSynthetic Dataset (test)
PSNR58.38
53
Local Lipschitz constant estimation16-dimensional synthetic dataset (test)
Estimated Lipschitz Constant628.91
39
Attribute InferenceSynthetic Dataset
Attribute Inference Accuracy71.24
33
Future Link PredictionSynthetic Dataset w/ OOD
AUC70.12
30
Multi-view ClusteringSynthetic Dataset Setup 2
Rand Index1
24
Operator LearningSynthetic Dataset
MAE0.01
24
Multi-label content safety classificationSynthetic Dataset
F1 Score0.768
21
Calibration TestingSynthetic dataset (test)
Calibration Threshold0.01
21
Multiple Rotation AveragingSynthetic dataset (test)
Mean Angular Error0.23
18
Revenue Uplift ModelingSynthetic Dataset
AUUC0.3155
17
Signal recoveryUnbalanced synthetic dataset (n=(50, 70, 120), N=20, K=3)
SNR10.4
15
Semantic SegmentationSynthetic dataset (val)
mIoU0.735
13
Object DetectionSynthetic dataset (val)
Precision66.9
13
Community DetectionSynthetic dataset (test)
F1 Score83.75
12
System identificationSynthetic dataset
Rel Error (delta_mu)0.004
12
Fuzzy Private Set IntersectionSynthetic Dataset l=512, nQ=nR=512
Total Run Time (s)4.58
11
Visual LocalizationSynthetic Dataset Average
Translational Error (m)7.5
11
Visual LocalizationSynthetic Dataset (T4)
Translational Error (m)7.95
11
Visual LocalizationSynthetic Dataset (T3)
Translational Error (m)8.1
11
Visual LocalizationSynthetic Dataset (T2)
Translation Error (m)6.05
11
Visual LocalizationSynthetic Dataset (T1)
Translational Error (m)5.9
11
Anomaly DetectionSynthetic dataset
Precision100
11
Automatic Modulation Classification10-class synthetic dataset In-Distribution (test)
Accuracy83
10
Showing 25 of 192 rows
...