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Papers Benchmarks Datasets Tasks

ECD dataset and benchmarks · SOTA2 Research

Research Datasets

ECD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Horizon Line Estimation

ECD

90.8AUC (theta, rho)

13

Event-to-frame reconstruction

ECD 8

0.034MSE

10

Event-to-Video Reconstruction

ECD

14.1PSNR

9

Event-to-Video Reconstruction

ECD (synthetic)

0.023MSE

9

Event-based Video Reconstruction

ECD (FAST)

14.024BRISQUE Score

8

Event-based Video Reconstruction

ECD

0.033MSE

8

Relative Pose Estimation

ECD

26.2AUC @ 5°

5

Popular tasks

Event-based Video Reconstruction Event-to-Video Reconstruction Relative Pose Estimation Horizon Line Estimation Event-to-frame reconstruction

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