ReMOTS: Refinements for Multi-Object Tracking and Segmentation

MOTS20-01


Short name:

ReMOTS

Description:

n/a

Reference:

F. Yang, X. Chang, C. Dang, Z. Zheng, S. Sakti, S. Nakamura, Y. Wu. ReMOTS: Self-Supervised Refining Multi-Object Tracking and Segmentation. In , 2020.

Last submitted:

May 30, 2020 (3 months ago)

Published:

May 18, 2020 at 15:22:38 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

1080ti, 3Ghz

Runtime:

0.3 Hz

Benchmark performance:

Sequence sMOTSA IDF1 MOTSA MOTSP MODSA MT ML TP FP FN Recall Precision ID Sw. Frag
CVPR 2020 MOTS Challenge69.975.083.984.085.1248 (75.6)12 (3.7)28,2708193,99987.697.2388 (442.9)621 (708.8)

Detailed performance:

Sequence sMOTSA IDF1 MOTSA MOTSP MODSA MT ML TP FP FN Recall Precision ID Sw. Frag
MOTS20-0168.581.983.982.584.8802,7238838387.796.93056
MOTS20-0674.976.888.885.090.615649,12924068593.097.4173238
MOTS20-0765.468.380.681.981.636410,7982942,08083.897.3127236
MOTS20-1271.882.082.987.283.84845,62019785186.896.65891

Raw data: