UniTrack: UniTrack: Unified Tracking framework for Versatile Tracking
MOTS20-01
Benchmark:
MOTS |
Short name:
UniTrack
Description:
Using the same single-frame segmentation masks as in COSTA_st results
Reference:
Last submitted:
April 21, 2021 (5 months ago)
Published:
June 25, 2021 at 04:43:18 CET
Submissions:
2
Project page / code:
Open source:
Yes
Hardware:
3 GHZ, 1 Core
Runtime:
7.6 Hz
Benchmark performance:
| Sequence | sMOTSA | IDF1 | MOTSA | MOTSP | MODSA | MT | ML | TP | FP | FN | Rcll | Prcn | ID Sw. | Frag |
| MOTS | 68.9 | 67.2 | 82.6 | 84.2 | 84.5 | 253 (77.1) | 9 (2.7) | 28,084 | 801 | 4,185 | 87.0 | 97.2 | 622 (714.7) | 825 (947.9) |
Detailed performance:
| Sequence | sMOTSA | IDF1 | MOTSA | MOTSP | MODSA | MT | ML | TP | FP | FN | Rcll | Prcn | ID Sw. | Frag |
| MOTS20-01 | 69.5 | 58.9 | 85.6 | 82.1 | 86.7 | 10 | 0 | 2,798 | 104 | 308 | 90.1 | 96.4 | 34 | 55 |
| MOTS20-06 | 73.6 | 68.6 | 87.4 | 85.2 | 90.9 | 166 | 2 | 9,169 | 244 | 645 | 93.4 | 97.4 | 343 | 384 |
| MOTS20-07 | 63.6 | 60.6 | 77.9 | 82.2 | 79.1 | 29 | 5 | 10,372 | 181 | 2,506 | 80.5 | 98.3 | 155 | 267 |
| MOTS20-12 | 71.8 | 81.2 | 83.2 | 87.2 | 84.6 | 48 | 2 | 5,745 | 272 | 726 | 88.8 | 95.5 | 90 | 119 |
Raw data:
