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Papers Benchmarks Datasets Tasks

Nexar dataset and benchmarks · SOTA2 Research

Research Datasets

Nexar

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Binary Safety-Critical Event (SCE) identification

Nexar video only

85.7Precision (y=1)

8

Accident Anticipation

Nexar 1.0 (test)

47.2mAUC (threshold 0.1)

7

Accident Anticipation

Nexar 12

81.25AP

6

Accident anticipation

Nexar

86.6AP

4

Collision Anticipation

Nexar Kaggle competition

94.6AP@0.5s

4

Driving Scenario Classification

Nexar (test)

94.7Collision Precision

4

Popular tasks

Accident Anticipation Driving Scenario Classification Collision Anticipation Binary Safety-Critical Event (SCE) identification

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