TransFiner: Refining MOT with Transformer

MOT17-01-DPM


Benchmark:

MOT17 | MOT16 |

Short name:

TransFiner

Detector:

Public

Description:

Reference:

Last submitted:

June 19, 2022 (3 months ago)

Published:

June 07, 2022 at 07:54:45 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

3.8GHZ 3090

Runtime:

3.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1766.156.147.91,164 (49.4)264 (11.2)75,072101,85681.986.041.156.648.261.966.369.681.34.214,067 (0.0)10,602 (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-DPM45.836.133.61141,3511,89770.677.125.745.128.962.256.361.580.53.0248196
MOT17-01-FRCNN45.836.133.61141,3511,89770.677.125.745.128.962.256.361.580.53.0248196
MOT17-01-SDP45.836.133.61141,3511,89770.677.125.745.128.962.256.361.580.53.0248196
MOT17-03-DPM82.566.855.612537,6269,28491.192.647.166.153.567.173.774.981.65.11,3701,085
MOT17-03-FRCNN82.566.855.612537,6269,28491.192.647.166.153.567.173.774.981.65.11,3701,085
MOT17-03-SDP82.566.855.612537,6269,28491.192.647.166.153.567.173.774.981.65.11,3701,085
MOT17-06-DPM61.153.543.3107351,4462,95574.985.935.653.059.745.961.470.482.41.2183264
MOT17-06-FRCNN61.153.543.3107351,4462,95574.985.935.653.059.745.961.470.482.41.2183264
MOT17-06-SDP61.153.543.3107351,4462,95574.985.935.653.059.745.961.470.482.41.2183264
MOT17-07-DPM55.641.137.32622,8723,93276.781.928.051.032.156.061.665.880.85.7702456
MOT17-07-FRCNN55.641.137.32622,8723,93276.781.928.051.032.156.061.665.880.85.7702456
MOT17-07-SDP55.641.137.32622,8723,93276.781.928.051.032.156.061.665.880.85.7702456
MOT17-08-DPM47.836.634.02792,7767,37565.183.226.345.833.647.453.268.081.34.4870626
MOT17-08-FRCNN47.836.634.02792,7767,37565.183.226.345.833.647.453.268.081.34.4870626
MOT17-08-SDP47.836.634.02792,7767,37565.183.226.345.833.647.453.268.081.34.4870626
MOT17-12-DPM52.164.952.934161,4782,60769.980.457.548.864.774.158.867.683.91.669155
MOT17-12-FRCNN52.164.952.934161,4782,60769.980.457.548.864.774.158.867.683.91.669155
MOT17-12-SDP52.164.952.934161,4782,60769.980.457.548.864.774.158.867.683.91.669155
MOT17-14-DPM20.934.629.758197,4755,90268.162.724.337.729.247.353.449.277.410.01,247752
MOT17-14-FRCNN20.934.629.758197,4755,90268.162.724.337.729.247.353.449.277.410.01,247752
MOT17-14-SDP20.934.629.758197,4755,90268.162.724.337.729.247.353.449.277.410.01,247752

Raw data: