Algorithm | AAE | MPJPE_RA_H | MRRPE_R_L | MRRPE_R_O | SUCCESS_RATE | CDEV_HO | MDEV_H | ACC_H | ACC_O | AVG_HO | AVG_OH | ACC_OH | ACC_HO |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ArcticNet-SF [2] | 5.37 | 21.45 | 52.39 | 37.47 | 71.39 | 41.56 | 10.40 | 5.72 | 7.57 | 0.00 | 0.00 | 0.00 | 0.00 |
ArtiTHOR [3] | 18.10 | 47.04 | 184.86 | 129.44 | 24.45 | 151.30 | 62.10 | 29.63 | 43.86 | 0.00 | 0.00 | 0.00 | 0.00 |
HMR-ResNet50 [5] | 5.47 | 22.54 | 49.40 | 38.89 | 74.12 | 39.84 | 9.13 | 5.67 | 7.04 | 0.00 | 0.00 | 0.00 | 0.00 |
AmbiguousHands_2 [6] | 4.64 | 18.02 | 45.78 | 34.56 | 81.94 | 33.25 | 10.12 | 6.37 | 6.40 | 0.00 | 0.00 | 0.00 | 0.00 |
DIGIT-ResNet50 [7] | 5.58 | 19.14 | 44.37 | 34.84 | 72.48 | 36.81 | 8.81 | 5.15 | 7.25 | 0.00 | 0.00 | 0.00 | 0.00 |
DIGIT-HRNet [8] | 5.24 | 17.92 | 44.19 | 35.43 | 76.52 | 34.92 | 8.37 | 4.86 | 6.63 | 0.00 | 0.00 | 0.00 | 0.00 |
JointTransformer [9] | 3.95 | 17.12 | 36.17 | 28.18 | 89.79 | 27.97 | 8.93 | 6.08 | 5.79 | 0.00 | 0.00 | 0.00 | 0.00 |
2. Zicong Fan, Omid Taheri, Dimitrios Tzionas, Muhammed Kocabas, Manuel Kaufmann, Michael J. Black, Otmar Hilliges. ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation. CVPR , 2023 link
3. Anonymous submission
5. Anonymous submission
6. Anonymous submission
7. Zicong Fan, Adrian Spurr, Muhammed Kocabas, Siyu Tang, Michael J. Black, Otmar Hilliges. Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-Pixel Part Segmentation. 3DV , 2021 link
8. Zicong Fan, Adrian Spurr, Muhammed Kocabas, Siyu Tang, Michael J. Black, Otmar Hilliges. Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-Pixel Part Segmentation. 3DV , 2021 link
9. Karim Abou Zeid. Joint Transformer. HANDS@ICCVW , 2023 link
Algorithm | AAE | MPJPE_RA_H | MRRPE_R_L | MRRPE_R_O | SUCCESS_RATE | CDEV_HO | MDEV_H | ACC_H | ACC_O | AVG_HO | AVG_OH | ACC_OH | ACC_HO |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
HMR-ResNet50-ego [1] | 6.10 | 20.32 | 32.32 | 34.64 | 48.99 | 43.20 | 9.71 | 4.74 | 8.09 | 0.00 | 0.00 | 0.00 | 0.00 |
ArcticNet-SF [2] | 6.39 | 19.18 | 28.31 | 36.16 | 53.89 | 44.71 | 11.80 | 5.03 | 9.15 | 0.00 | 0.00 | 0.00 | 0.00 |
DIGIT-ResNet50 [7] | 6.65 | 18.01 | 26.16 | 33.22 | 48.94 | 43.13 | 9.55 | 4.13 | 8.12 | 0.00 | 0.00 | 0.00 | 0.00 |
DIGIT-HRNet [8] | 6.60 | 16.74 | 25.49 | 32.61 | 53.33 | 41.31 | 9.48 | 4.01 | 8.32 | 0.00 | 0.00 | 0.00 | 0.00 |
JointTransformer [9] | 4.44 | 16.33 | 26.07 | 26.22 | 74.07 | 32.56 | 11.34 | 5.52 | 8.68 | 0.00 | 0.00 | 0.00 | 0.00 |
AmbiguousHands_6 [10] | 4.74 | 15.72 | 23.88 | 26.93 | 73.19 | 34.55 | 9.85 | 4.00 | 7.34 | 0.00 | 0.00 | 0.00 | 0.00 |
1. Anonymous submission
2. Zicong Fan, Omid Taheri, Dimitrios Tzionas, Muhammed Kocabas, Manuel Kaufmann, Michael J. Black, Otmar Hilliges. ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation. CVPR , 2023 link
7. Zicong Fan, Adrian Spurr, Muhammed Kocabas, Siyu Tang, Michael J. Black, Otmar Hilliges. Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-Pixel Part Segmentation. 3DV , 2021 link
8. Zicong Fan, Adrian Spurr, Muhammed Kocabas, Siyu Tang, Michael J. Black, Otmar Hilliges. Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-Pixel Part Segmentation. 3DV , 2021 link
9. Karim Abou Zeid. Joint Transformer. HANDS@ICCVW , 2023 link
10. Anonymous submission
Algorithm | AAE | MPJPE_RA_H | MRRPE_R_L | MRRPE_R_O | SUCCESS_RATE | CDEV_HO | MDEV_H | ACC_H | ACC_O | AVG_HO | AVG_OH | ACC_OH | ACC_HO |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
InterField-SF [4] | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 8.99 | 9.96 | 2.66 | 2.67 |
4. Zicong Fan, Omid Taheri, Dimitrios Tzionas, Muhammed Kocabas, Manuel Kaufmann, Michael J. Black, Otmar Hilliges. ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation. CVPR , 2023 link
Algorithm | AAE | MPJPE_RA_H | MRRPE_R_L | MRRPE_R_O | SUCCESS_RATE | CDEV_HO | MDEV_H | ACC_H | ACC_O | AVG_HO | AVG_OH | ACC_OH | ACC_HO |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
InterField-SF [4] | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 8.18 | 9.21 | 1.98 | 2.09 |
4. Zicong Fan, Omid Taheri, Dimitrios Tzionas, Muhammed Kocabas, Manuel Kaufmann, Michael J. Black, Otmar Hilliges. ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation. CVPR , 2023 link