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D12 dataset and benchmarks · SOTA2 Research

Research Datasets

D12

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

D12

93.87Mean Accuracy

30

Reward Prediction

D12

5.45MAE

10

Cost Prediction

D12

109.27MAE

10

Count Prediction

D12

10.53MAE

9

Time-Domain Prediction

D12

-7.68NMSE (dB)

6

Reliability Assessment

D12 (test)

95.05AU-ARC

5

Frequency-Domain Prediction

D12

-15.47NMSE (dB)

5

CSI Reconstruction

D12

-18.19NMSE (dB)

3

Popular tasks

Classification Reliability Assessment CSI Reconstruction Time-Domain Prediction Frequency-Domain Prediction

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