Online Multi-Object Tracking 벤치마크
Online Multi-Object Tracking on MOT16
MOTA
- 2018-09-12 — MOTDT: MOTA 47.6
- 2019-03-13 — Tracktor++: MOTA 54.4
- 2021-03-16 — TraDeS: MOTA 67.7
- 2022-03-30 — PP-Tracking: MOTA 77.7
| Rank | Model | MOTA | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | PP-Tracking | 77.7 | PP-YOLOE: An evolved version of YOLO | PaddlePaddle/PaddleDetection · open-mmlab/mmyolo · PaddlePaddle/PaddleYOLO · +5 | 2022 |
| 2 | TraDeS | 67.7 | Track to Detect and Segment: An Online Multi-Object Tracker | JialianW/TraDeS | 2021 |
| 3 | Tracktor++ | 54.4 | Tracking without bells and whistles | phil-bergmann/tracking_wo_bnw · dvl-tum/mot_neural_solver · mhnasseri/sort_oh · +10 | 2019 |
| 4 | MOTDT | 47.6 | Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification | longcw/MOTDT · youngbin-ro/MOTDT-original · youngbin-ro/Homography-based-MOTDT | 2018 |
| 5 | DMAN | 46.1 | Online Multi-Object Tracking with Dual Matching Attention Networks | jizhu1023/DMAN_MOT | 2019 |