notesum.ai
Published at November 26TechCoach: Towards Technical Keypoint-Aware Descriptive Action Coaching
cs.CV
Released Date: November 26, 2024
Authors: Yuan-Ming Li1, An-Lan Wang1, Kun-Yu Lin1, Yu-Ming Tang1, Ling-An Zeng1, Jian-Fang Hu1, Wei-Shi Zheng1
Aff.: 1Sun Yat-sen University

| Methods | Years | Score Regression | |
|---|---|---|---|
| RL2 | |||
| Models infer with single instance | |||
| InternVideo2-MLP | - | 69.75 | 4.70 |
| USDL [35] | CVPR21 | 70.81 | 4.51 |
| SwinBERT [17] | CVPR22 | 71.37 | 4.59 |
| PGMI [54] | CVPR24 | 70.93 | 4.38 |
| TechCoach(Ours) | 72.46 | 4.35 | |
| Models infer with extra exemplars | |||
| CoRe [50] w/ 10 Exem. | ICCV21 | 73.17 | 4.35 |
| TPT[3] w/ 10 Exem. | ECCV22 | 73.77 | 4.29 |