UNS20: Unsupervised Multi-Object Tracking with Dual-Tracker Consistency

MOT17-01-DPM


Benchmark:

MOT17 | MOT20 |

Short name:

UNS20

Detector:

Public

Description:

Visual-Spatial input-hiding scheme

Reference:

Last submitted:

January 03, 2021 (3 months ago)

Published:

January 20, 2021 at 16:11:09 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

V100

Runtime:

12.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1758.657.245.176.6591 (25.1)810 (34.4)18,423213,33962.295.044.246.247.275.449.175.080.01.02,109 (33.9)3,666 (58.9)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM44.646.937.674.4867692,76757.182.736.739.040.668.144.464.378.01.73670
MOT17-01-FRCNN44.646.937.674.4867692,76757.182.736.739.040.668.144.464.378.01.73670
MOT17-01-SDP44.646.937.674.4867692,76757.182.736.739.040.668.144.464.378.01.73670
MOT17-03-DPM73.364.751.176.970141,71326,02075.197.946.556.349.376.059.377.280.21.1263517
MOT17-03-FRCNN73.364.751.176.970141,71326,02075.197.946.556.349.376.059.377.280.21.1263517
MOT17-03-SDP73.364.751.176.970141,71326,02075.197.946.556.349.376.059.377.280.21.1263517
MOT17-06-DPM55.260.746.775.872767954,39662.790.348.445.356.069.249.471.279.20.789150
MOT17-06-FRCNN55.260.746.775.872767954,39662.790.348.445.356.069.249.471.279.20.789150
MOT17-06-SDP55.260.746.775.872767954,39662.790.348.445.356.069.249.471.279.20.789150
MOT17-07-DPM47.749.938.875.814187907,96652.891.939.038.740.976.541.572.179.41.674134
MOT17-07-FRCNN47.749.938.875.814187907,96652.891.939.038.740.976.541.572.179.41.674134
MOT17-07-SDP47.749.938.875.814187907,96652.891.939.038.740.976.541.572.179.41.674134
MOT17-08-DPM29.733.228.778.7103747614,27532.493.532.425.634.078.126.576.581.30.895119
MOT17-08-FRCNN29.733.228.778.7103747614,27532.493.532.425.634.078.126.576.581.30.895119
MOT17-08-SDP29.733.228.778.7103747614,27532.493.532.425.634.078.126.576.581.30.895119
MOT17-12-DPM42.856.944.078.718454574,47248.490.253.336.455.879.739.273.081.60.52529
MOT17-12-FRCNN42.856.944.078.718454574,47248.490.253.336.455.879.739.273.081.60.52529
MOT17-12-SDP42.856.944.078.718454574,47248.490.253.336.455.879.739.273.081.60.52529
MOT17-14-DPM32.540.129.273.65741,14111,21739.386.430.628.232.571.330.366.777.61.5121203
MOT17-14-FRCNN32.540.129.273.65741,14111,21739.386.430.628.232.571.330.366.777.61.5121203
MOT17-14-SDP32.540.129.273.65741,14111,21739.386.430.628.232.571.330.366.777.61.5121203

Raw data: