Sp_Con: Split & Connect

MOT17-01-DPM


Benchmark:

MOT20 | MOT17 |

Short name:

Sp_Con

Detector:

Public

Description:

Reference:

G. Wang, Y. Wang, R. Gu, W. Hu, J. Hwang. Split and Connect: A Universal Tracklet Booster for Multi-Object Tracking. In arXiv preprint arXiv:2105.02426, 2021.

Last submitted:

July 04, 2021 (2 months ago)

Published:

July 04, 2021 at 12:35:01 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

RTX 3090

Runtime:

7.7 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1761.563.350.5622 (26.4)754 (32.0)14,056200,65564.496.352.049.255.379.352.077.881.70.82,478 (0.0)5,079 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM41.350.541.2585033,25549.586.446.936.549.378.339.969.679.71.13058
MOT17-01-FRCNN40.853.642.6695783,21150.284.949.936.552.778.240.468.379.61.32861
MOT17-01-SDP41.851.341.7786153,11551.784.447.037.449.578.141.667.979.51.42466
MOT17-03-DPM79.473.658.19581,11620,27280.698.754.662.158.978.065.179.781.90.7223532
MOT17-03-FRCNN79.675.059.39371,21419,92681.098.656.862.259.780.565.379.681.90.8204514
MOT17-03-SDP80.074.759.19381,20319,51181.498.656.162.559.280.065.779.681.90.8212530
MOT17-06-DPM54.857.345.455643224,85158.895.646.245.151.275.747.777.582.00.3155254
MOT17-06-FRCNN55.857.845.958593714,68760.295.046.445.951.675.548.876.981.80.3154272
MOT17-06-SDP55.557.445.857623614,72259.995.146.245.951.375.248.777.281.80.3162268
MOT17-07-DPM44.844.335.211161,3317,85053.587.233.138.235.274.542.368.879.92.7144289
MOT17-07-FRCNN45.644.035.213151,2727,78653.987.732.838.734.675.942.669.379.82.5140301
MOT17-07-SDP45.243.935.413151,3377,77354.087.233.338.635.475.042.668.979.92.7141291
MOT17-08-DPM26.536.233.8113737215,06828.794.248.123.850.783.024.680.784.60.696147
MOT17-08-FRCNN26.535.433.3113632715,11728.494.847.123.749.683.324.481.384.70.584142
MOT17-08-SDP26.636.033.7113634715,07128.794.648.023.850.782.724.581.084.70.689149
MOT17-12-DPM46.159.748.416452064,43348.995.459.739.461.885.841.380.684.70.22950
MOT17-12-FRCNN46.159.548.315451954,44148.895.659.339.461.585.341.280.884.60.23248
MOT17-12-SDP46.159.748.416452194,42449.095.159.639.561.785.841.480.484.60.22952
MOT17-14-DPM31.740.528.7127863911,81436.191.331.826.233.573.827.769.978.40.9169337
MOT17-14-FRCNN31.841.629.5127778111,65436.989.732.926.734.673.828.368.978.21.0171362
MOT17-14-SDP31.942.729.9127674711,67436.890.133.826.635.774.528.369.178.31.0162356

Raw data: