Details for ArcticNet-SF

AuthorsZicong Fan, Omid Taheri, Dimitrios Tzionas, Muhammed Kocabas, Manuel Kaufmann, Michael J. Black, Otmar Hilliges
Paper titleARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation
Publication venueCVPR
Publication year2023
URLhttps://arctic.is.tue.mpg.de/
Additional Information Results from our CVPR ARCTIC paper. Models are 3558f1342 (allocentric) and 28bf3642f (egocentric) in https://github.com/zc-alexfan/arctic/blob/master/docs/data/data_doc.md
Note
Use a single algorithm per method. All tasks can be submitted via the same algorithm.
Tasks:
AAE 5.37
MPJPE_RA_H 21.45
MPJPE_RA_L 0.00
MPJPE_RA_R 0.00
MRRPE_R_L 52.39
MRRPE_R_O 37.47
SUCCESS_RATE 71.39
CDEV_HO 41.56
MDEV_H 10.40
ACC_H 5.72
ACC_O 7.57
AVG_HO 0.00
AVG_OH 0.00
ACC_OH 0.00
ACC_HO 0.00
CD_H 0.00
CD_ICP 0.00
CD_L 0.00
CD_R 0.00
F10_ICP 0.00
F5_ICP 0.00
AAE 6.39
MPJPE_RA_H 19.18
MPJPE_RA_L 0.00
MPJPE_RA_R 0.00
MRRPE_R_L 28.31
MRRPE_R_O 36.16
SUCCESS_RATE 53.89
CDEV_HO 44.71
MDEV_H 11.80
ACC_H 5.03
ACC_O 9.15
AVG_HO 0.00
AVG_OH 0.00
ACC_OH 0.00
ACC_HO 0.00
CD_H 0.00
CD_ICP 0.00
CD_L 0.00
CD_R 0.00
F10_ICP 0.00
F5_ICP 0.00