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ResearchFormerly WizWand

SHAPES

Benchmarks

TaskDatasetSOTA resultTrendResults

Feature Tracking

shapes

0.007Mean Feature Age (s)

15

Multivariate Time Series Classification

SHAPES (test)

100Accuracy

13

SHAPES

89Accuracy

8

Shapes

93.7Accuracy

8

Shapes

8.1ATV

8

Time Series Classification

SHAPES (test)

0.011NLP Loss

6

Text-to-Video Generation

Shapes

98.19Shape Accuracy

5

Time Series Classification

ShapesAll (test)

85.4Accuracy

5

Image Generation

Shapes

1.56C-FID

4

Visual Question Answering

SHAPES (test)

97.7Accuracy (size 4)

4

Discovered Concept Prediction

SHAPES

93Mean ROC-AUC

3

Visual Question Answering

SHAPES

100Accuracy

3

Equivariant Representation Learning

SHAPES (test)

100Hit-rate (1 Step)

2

Multivariate Time Series Classification

Shapes

1Relative Execution Time

2