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Papers Benchmarks Datasets Tasks

vehicle dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

vehicle

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Active Learning

Vehicle

83.3AULC

8

vehicle 54

96.8AUROC

8

Evasion attack verification

vehicle 10,000 examples (test)

19.9Speedup

8

Plane Clustering

Vehicle UCI

0.011CPU Time (s)

7

Vehicle (UCI)

36.78Accuracy (ACC)

7

Counterfactual Explanation Diversity

vehicle

4.7Diversity

6

Vehicle (test)

12.4Test Error (%)

6

Vehicle

80Performance

5

Counterfactual Generation

vehicle

4.7Diversity

5

Shape Optimization and Inversion

Vehicle

9.05Inference Time (ms)

5

vehicle

0.78Valuation Runtime (s)

5

Noisy Detection

vehicle

77.9AUROC

5

Binary Imbalanced Classification

vehicle 3

94.84F1-score

4

Level Set Estimation

Vehicle 124-dimensional

4.9Average Runtime (min)

4

Spectral Clustering

Vehicle libSVM

24.49NMI

3

Outlier Explanation

vehicle

0.006Avg Run Time (s)

3

Vehicle Painting Robot Path Planning

Vehicle off-road sport utility vehicle V3

64.5Objective Value

2

Object Classification

Vehicle dataset

99Accuracy (OC)

2

Verifiable Data Valuation

vehicle

135Proving Time (s)

1

Object Tracking

Vehicle dataset

82OT Accuracy

1

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Popular tasks

Classification Multiclass Imbalanced Classification Identifying mislabeled points Object Classification Clustering

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