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ResearchFormerly WizWand

D2

Benchmarks

TaskDatasetSOTA resultTrendResults

Frequency-Domain Prediction

D2

-8.95NMSE (dB)

5

Generative Retrieval

D2 (pattern-holdout)

0.609AUC

4

Generative Retrieval

D2 (item-holdout)

60.68AUC

4

Trajectory Planning

D2 OOD-OV

3,103.8RRPI

4

Trajectory Planning

D2 OOD

4,372.4RRPI

4

Defect Detection

D2

35.88ASR

3

Vulnerability Exploitation

D2 (s1)

50Exploitation Count

3

CSI Reconstruction

D2

-15.91NMSE (dB)

3

Vulnerability Exploitation

D2 (s2)

29Exploited

2

Root Cause Localization

D2 (test)

8.08Execution Time (s)

2

D2 (test)

1.45Execution Time (s)

2

Anomaly Detection

D2 (test)

6.71Execution Time (s)

2