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ResearchFormerly WizWand

Internal

Benchmarks

TaskDatasetSOTA resultTrendResults

Parkinson's disease responder classification

Internal Development Cohort patient-wise (test)

88.89Accuracy

7

Internal generalization probe (test)

0.033MAE

6

Internal

45.1Accuracy

6

ECG-based LVEF classification

Internal

78.5AUROC

6

Video Frame Interpolation

Internal Dataset (10-fold cross-validation)

3.66MAE

6

Benign vs Malignant Classification

Internal Uncertain Frozen (test)

1Macro AUC

5

GMH-IVH Diagnosis

Internal Slice-level (val)

91AUROC

5

Segment-level Stenosis Classification

Internal (test)

0.799AUC

5

Artery-level Stenosis Classification

Internal (test)

0.812RCA AUC

5

Speech denoising

internal dataset (test)

2.45PESQ (WB)

5

Text-to-Speech Synthesis

Internal (test)

4.16MOS

4

Non-ischemic cardiomyopathy subclassification

Internal (test)

89.9HCM

4

Cardiovascular Diseases Diagnosis

Internal (test)

95.3Sensitivity (Spec=0.9) NH

4

RECIST Measurement

Internal (hold-out test)

0.111RECIST Error

4

Text-to-Image Retrieval

internal-8M

68Accuracy

4

Internal (test)

36.4Preference A (%)

3

WHO Grade prediction

Internal (test)

83Accuracy

3

IDH mutation prediction

Internal (test)

88Accuracy

3

Internal (test)

4.8Semantics-based Empathy

3

Speech Instruction-Following

Internal (test)

4.53Instruction Following Score

3

Device-directed speech classification

Internal (held-out set)

95F1 Score

2

Pre-PR (Progesterone Receptor Status Prediction)

Internal cohort (test)

77.29Macro-AUC

1

HD Map Generation

Internal (val)

81.3AP (c)

1