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ResearchFormerly WizWand

Internal dataset

Benchmarks

TaskDatasetSOTA resultTrendResults

Internal dataset

89.29Dice Score

13

3D Tooth Segmentation

Internal Dataset

0.902DSC

11

Cardiac Segmentation

Internal Dataset (PSAX) (test)

88.26Dice Coefficient

11

Cardiac Segmentation

Internal Dataset 4CH (test)

90.28mDice

11

Cardiac Segmentation

Internal Dataset 3CH (test)

87.27mDice

11

Cardiac Segmentation

Internal Dataset 2CH (test)

89.67Dice Coefficient

11

Physical Plausibility and Subject Deformity

Internal Dataset (ID train)

78.48RM ACC

8

apparent Total Femur-Tibia Angle (aTFA) Measurement

Internal Dataset (50 samples)

0.89MAD (°)

7

Video Quality Assessment

Internal dataset Symmetric Condition (test)

0.909SRCC

6

Question Answering

Internal Dataset

82.2RC

6

ASR Error Correction

Internal Dataset (dev)

10.31WER

6

ASR Error Correction

Internal Dataset (test)

10.22WER

6

Next Token Value Prediction

internal dataset

44.7MRR (Attribute access)

4

Text-to-Image Generation

Internal Dataset

4.1gFID@30K

3

Song Aesthetics Evaluation

internal dataset Average

23.7MSE

3

Song Aesthetics Evaluation

internal dataset Audio Quality

20.3MSE

3

Song Aesthetics Evaluation

internal dataset Arrangement

16MSE

3

Song Aesthetics Evaluation

internal dataset Singing

27.3MSE

3

Song Aesthetics Evaluation

internal dataset Overall

21.7MSE

3

Grapheme-to-Phoneme Conversion

Internal dataset

0.03PER

2