Struct_MOTS: Structured MOTS (on given detections: Detectron2 X152 + Refinement Net)
MOTS20-01
Benchmark:
MOTS |
Short name:
Struct_MOTS
Description:
Reference:
Last submitted:
March 16, 2021 (1 year ago)
Published:
November 23, 2020 at 17:53:44 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
2.4 GHZ, 1 Core, 1 NVIDIA GTX 1080 GPU
Runtime:
8.7 Hz
Benchmark performance:
| Sequence | sMOTSA | IDF1 | MOTSA | MOTSP | MODSA | MT | ML | TP | FP | FN | Rcll | Prcn | ID Sw. | Frag |
| MOTS | 55.0 | 64.0 | 64.2 | 85.9 | 65.2 | 165 (50.3) | 52 (15.9) | 21,215 | 166 | 11,054 | 65.7 | 99.2 | 330 (501.9) | 609 (926.3) |
Detailed performance:
| Sequence | sMOTSA | IDF1 | MOTSA | MOTSP | MODSA | MT | ML | TP | FP | FN | Rcll | Prcn | ID Sw. | Frag |
| MOTS20-01 | 59.3 | 66.9 | 71.4 | 83.2 | 72.0 | 6 | 1 | 2,239 | 3 | 867 | 72.1 | 99.9 | 19 | 60 |
| MOTS20-06 | 71.4 | 70.0 | 83.3 | 86.2 | 85.3 | 118 | 15 | 8,449 | 77 | 1,365 | 86.1 | 99.1 | 197 | 266 |
| MOTS20-07 | 33.8 | 48.5 | 40.3 | 84.2 | 40.9 | 6 | 30 | 5,264 | 2 | 7,614 | 40.9 | 100.0 | 72 | 209 |
| MOTS20-12 | 69.9 | 77.3 | 79.4 | 88.4 | 80.0 | 35 | 6 | 5,263 | 84 | 1,208 | 81.3 | 98.4 | 42 | 74 |
Raw data:
