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Dataset A

Benchmarks

Task NameDataset NameSOTA ResultTrend
Model RoutingDataset A
Accuracy (Selected Answer)83.25
13
Fault Types ClassificationDataset A
Micro Precision69.4
12
Root Cause LocalizationDataset A
Acc@156.2
12
Temporal Link PredictionDataset A WSDM Challenge 2022
Initial AUC0.6657
12
Ancient inscription restorationDataset A
SSIM96.07
9
Text RecoveryDataset A (test)
Text Recovery Score45.67
9
Ancient Inscription Texture RestorationDataset A
PSNR39.3524
9
Ancient Inscription RestorationDataset A
Log-scaled Levenshtein Similarity0.3567
9
Ancient Inscription RestorationDataset A
Levenshtein Distance63.3333
9
Ancient Inscription RestorationDataset A
LPIPS4.35
9
Object DetectionDataset A (test)
Precision99.91
8
Damage RecognitionDataset A
Accuracy62.7
5
Question AnsweringDataset A v0.4 (test)
Solved Count4,582
5
HBP SynthesisDataset A
CNR1.0774
5
MRI SynthesisDataset A
MAE10.6524
5
Anomaly DetectionDataset A Scenario #3
Action Accuracy73.3
5
Anomaly DetectionDataset A Scenario #2
Action Accuracy0.704
5
Anomaly DetectionDataset A Scenario #1
Action Accuracy88.9
5
End-to-End Latency EvaluationDataset A (N=5,504)
Median Latency (p50)10,169
4
Ground Reaction Moment Vertical (GRM_V) EstimationDataset A stance phase
Correlation Coefficient (r)0.987
4
Ground Reaction Moment Anteroposterior (GRM_AP) EstimationDataset A stance phase
Correlation (r)0.983
4
Ground Reaction Moment Mediolateral (GRM_ML) EstimationDataset A stance phase
Correlation Coefficient (r)0.99
4
Ground Reaction Force Vertical (GRF_V) EstimationDataset A stance phase
Correlation Coefficient (r)0.987
4
Ground Reaction Force Anteroposterior (GRF_AP) EstimationDataset A (stance phase)
Correlation Coefficient (r)0.991
4
Ground Reaction Force Mediolateral (GRF_ML) EstimationDataset A (stance phase)
Correlation Coefficient (r)0.972
4
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