Struct_MOTS: Structured MOTS (on given detections: Detectron2 X152 + Refinement Net)
MOTS20-01
Benchmark:
MOTS |
Short name:
Struct_MOTS
Description:
Reference:
Last submitted:
November 23, 2020 (1 month ago)
Published:
November 23, 2020 at 17:53:44 CET
Submissions:
1
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 | Recall | Precision | ID Sw. | Frag |
| MOTS | 54.7 | 62.5 | 63.9 | 86.0 | 64.8 | 161 (49.1) | 52 (15.9) | 21,060 | 157 | 11,209 | 65.3 | 99.3 | 293 (448.9) | 671 (1,028.1) |
Detailed performance:
| Sequence | sMOTSA | IDF1 | MOTSA | MOTSP | MODSA | MT | ML | TP | FP | FN | Recall | Precision | ID Sw. | Frag |
| MOTS20-01 | 59.3 | 65.3 | 71.3 | 83.2 | 71.8 | 6 | 1 | 2,234 | 3 | 872 | 71.9 | 99.9 | 16 | 65 |
| MOTS20-06 | 71.1 | 66.5 | 82.9 | 86.2 | 84.8 | 115 | 15 | 8,402 | 77 | 1,412 | 85.6 | 99.1 | 188 | 289 |
| MOTS20-07 | 34.0 | 47.9 | 40.4 | 84.2 | 40.9 | 6 | 30 | 5,263 | 1 | 7,615 | 40.9 | 100.0 | 55 | 198 |
| MOTS20-12 | 68.8 | 77.5 | 78.1 | 88.4 | 78.6 | 34 | 6 | 5,161 | 76 | 1,310 | 79.8 | 98.5 | 34 | 119 |
Raw data:
