Table 2 Quantitative evaluations on the BABEL-TAL-20 (BT-20) dataset
From: Localization and recognition of human action in 3D using transformers
Method | tIoU | mAP | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
0.1 | 0.2 | 0.3 | 0.4 | 0.5 | 0.6 | 0.7 | 0.8 | 0.9 | ||
Beyond-Joints31 | 14.3 | 13.6 | 13.3 | 12.3 | 11.4 | 10.5 | 8.9 | 6.2 | 4.1 | 10.5 |
ASFD72 | 24.2 | 23.1 | 22.6 | 22.2 | 21.9 | 20.4 | 18.9 | 12.2 | 9.0 | 19.3 |
SRN51 | 25.1 | 24.0 | 22.7 | 21.7 | 20.1 | 18.2 | 16.7 | 15.9 | 10.4 | 19.4 |
TSP73 | 26.9 | 25.6 | 24.1 | 23.0 | 22.5 | 20.4 | 17.1 | 13.0 | 10.1 | 20.3 |
G-TAD37 | 25.1 | 24.1 | 23.9 | 23.0 | 22.1 | 21.1 | 18.5 | 14.1 | 11.8 | 20.4 |
AGT38 | 27.3 | 26.0 | 25.7 | 24.5 | 23.4 | 21.5 | 19.4 | 15.9 | 12.4 | 21.9 |
ActionFormer39 | 30.4 | 27.1 | 25.3 | 25.1 | 24.5 | 22.7 | 20.6 | 16.1 | 12.0 | 22.6 |
LocATe | 43.5 | 41.1 | 41.0 | 38.2 | 35.1 | 30.5 | 23.7 | 16.4 | 9.99 | 31.1 |
LocATe w/ tricks | 46.6 | 45.5 | 43.0 | 40.2 | 36.0 | 30.5 | 23.7 | 15.9 | 9.78 | 32.0 |
