First-Person Hand Action Benchmark

RGB-DVideosCustom (research-only, non-commercial)

First-Person Hand Action Benchmark is a collection of RGB-D video sequences comprised of more than 100K frames of 45 daily hand action categories, involving 26 different objects in several hand configurations.

Source: First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations

Benchmarks

3D Action Recognition/1:3 Accuracy 3D Action Recognition/1:1 Accuracy 3D Action Recognition/3:1 Accuracy 3D Action Recognition/Cross-person Accuracy Action Detection/1:3 Accuracy Action Detection/1:1 Accuracy Action Detection/3:1 Accuracy Action Detection/Cross-person Accuracy Action Localization/1:3 Accuracy Action Localization/1:1 Accuracy Action Localization/3:1 Accuracy Action Localization/Cross-person Accuracy Action Recognition/1:3 Accuracy Action Recognition/1:1 Accuracy Action Recognition/3:1 Accuracy Action Recognition/Cross-person Accuracy Activity Recognition/1:1 Accuracy Activity Recognition/1:3 Accuracy Activity Recognition/3:1 Accuracy Activity Recognition/Cross-person Accuracy Temporal Action Localization/1:3 Accuracy Temporal Action Localization/1:1 Accuracy Temporal Action Localization/3:1 Accuracy Temporal Action Localization/Cross-person Accuracy Video/1:3 Accuracy Video/1:1 Accuracy Video/3:1 Accuracy Video/Cross-person Accuracy Zero-Shot Learning/1:3 Accuracy Zero-Shot Learning/1:1 Accuracy Zero-Shot Learning/3:1 Accuracy Zero-Shot Learning/Cross-person Accuracy