ISDH_HDAv2:
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Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Benchmark:
MOT17 |
Short name:
ISDH_HDAv2
Detector:
Public
Description:
n/a
Reference:
MM-008988/ IEEE Transactions on Multimedia
Last submitted:
October 23, 2018 (5 years ago)
Published:
October 24, 2018 at 05:46:23 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
Intel core i5 CPU 3.30GHz and 12 GB RAM
Runtime:
3.6 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 54.5 | 65.9 | 49.2 | 622 (26.4) | 755 (32.1) | 46,693 | 207,093 | 63.3 | 88.4 | 53.5 | 45.5 | 57.3 | 75.0 | 50.0 | 69.9 | 78.5 | 2.6 | 3,010 (47.6) | 6,000 (94.8) |
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-DPM | 44.3 | 65.1 | 47.2 | 10 | 7 | 874 | 2,710 | 58.0 | 81.1 | 57.1 | 39.1 | 61.4 | 70.0 | 43.9 | 61.3 | 73.8 | 1.9 | 9 | 82 |
| MOT17-01-FRCNN | 20.1 | 59.2 | 46.9 | 10 | 6 | 2,576 | 2,556 | 60.4 | 60.2 | 63.0 | 35.0 | 68.4 | 75.1 | 48.9 | 48.8 | 77.7 | 5.7 | 24 | 46 |
| MOT17-01-SDP | 40.9 | 68.5 | 50.9 | 15 | 5 | 2,027 | 1,762 | 72.7 | 69.8 | 60.4 | 43.0 | 65.9 | 72.4 | 56.7 | 54.5 | 76.9 | 4.5 | 26 | 144 |
| MOT17-03-DPM | 62.6 | 71.4 | 51.2 | 48 | 21 | 5,951 | 32,883 | 68.6 | 92.3 | 53.2 | 49.4 | 56.4 | 74.5 | 53.1 | 71.6 | 77.7 | 4.0 | 268 | 802 |
| MOT17-03-FRCNN | 64.8 | 74.3 | 54.5 | 57 | 22 | 4,848 | 31,876 | 69.5 | 93.8 | 57.9 | 51.8 | 61.1 | 79.3 | 55.3 | 74.6 | 79.4 | 3.2 | 155 | 342 |
| MOT17-03-SDP | 77.0 | 76.5 | 57.9 | 88 | 13 | 3,446 | 20,241 | 80.7 | 96.1 | 56.3 | 59.8 | 59.2 | 77.3 | 63.9 | 76.1 | 80.2 | 2.3 | 366 | 786 |
| MOT17-06-DPM | 50.4 | 62.9 | 45.1 | 52 | 97 | 759 | 5,016 | 57.4 | 89.9 | 50.0 | 40.7 | 58.6 | 67.9 | 44.0 | 68.8 | 76.8 | 0.6 | 70 | 212 |
| MOT17-06-FRCNN | 55.0 | 66.0 | 50.7 | 75 | 66 | 1,092 | 4,104 | 65.2 | 87.6 | 53.8 | 48.0 | 63.0 | 71.2 | 53.3 | 71.5 | 80.4 | 0.9 | 103 | 219 |
| MOT17-06-SDP | 58.0 | 67.9 | 50.6 | 88 | 61 | 1,173 | 3,680 | 68.8 | 87.4 | 52.9 | 48.6 | 62.4 | 68.9 | 54.5 | 69.3 | 79.3 | 1.0 | 100 | 205 |
| MOT17-07-DPM | 41.3 | 57.4 | 40.9 | 11 | 20 | 2,183 | 7,622 | 54.9 | 80.9 | 44.4 | 37.8 | 48.2 | 68.5 | 42.5 | 62.8 | 75.6 | 4.4 | 118 | 269 |
| MOT17-07-FRCNN | 34.4 | 54.3 | 40.4 | 10 | 12 | 3,160 | 7,748 | 54.1 | 74.3 | 44.8 | 37.2 | 49.3 | 68.9 | 43.5 | 59.8 | 75.9 | 6.3 | 178 | 363 |
| MOT17-07-SDP | 46.2 | 60.3 | 44.7 | 17 | 12 | 2,701 | 6,251 | 63.0 | 79.8 | 46.6 | 42.9 | 50.9 | 70.0 | 49.9 | 63.2 | 77.1 | 5.4 | 141 | 321 |
| MOT17-08-DPM | 28.9 | 50.5 | 41.0 | 18 | 35 | 2,757 | 12,146 | 42.5 | 76.5 | 54.9 | 30.7 | 59.4 | 73.1 | 34.8 | 62.6 | 78.7 | 4.4 | 117 | 147 |
| MOT17-08-FRCNN | 31.4 | 52.2 | 42.0 | 20 | 37 | 1,745 | 12,673 | 40.0 | 82.9 | 60.0 | 29.6 | 64.9 | 76.2 | 32.4 | 67.1 | 79.6 | 2.8 | 65 | 88 |
| MOT17-08-SDP | 37.0 | 55.6 | 44.3 | 23 | 29 | 2,165 | 10,990 | 48.0 | 82.4 | 55.9 | 35.3 | 60.8 | 73.5 | 39.0 | 67.1 | 78.5 | 3.5 | 143 | 228 |
| MOT17-12-DPM | 45.6 | 62.6 | 45.2 | 15 | 40 | 466 | 4,224 | 51.3 | 90.5 | 53.9 | 37.9 | 57.7 | 74.4 | 40.5 | 71.6 | 78.9 | 0.5 | 24 | 66 |
| MOT17-12-FRCNN | 40.2 | 60.6 | 45.2 | 16 | 42 | 838 | 4,323 | 50.1 | 83.8 | 55.9 | 36.8 | 60.2 | 76.8 | 40.8 | 68.3 | 79.9 | 0.9 | 25 | 42 |
| MOT17-12-SDP | 44.6 | 64.1 | 48.4 | 20 | 35 | 1,072 | 3,705 | 57.3 | 82.2 | 57.8 | 40.6 | 62.4 | 75.7 | 46.3 | 66.6 | 80.1 | 1.2 | 24 | 66 |
| MOT17-14-DPM | 29.0 | 38.6 | 27.6 | 9 | 76 | 1,201 | 11,716 | 36.6 | 84.9 | 28.9 | 26.6 | 30.8 | 66.2 | 28.4 | 65.9 | 75.9 | 1.6 | 209 | 342 |
| MOT17-14-FRCNN | 16.9 | 35.2 | 27.3 | 8 | 66 | 3,704 | 11,209 | 39.4 | 66.3 | 28.2 | 27.3 | 30.8 | 62.6 | 31.8 | 53.6 | 73.7 | 4.9 | 443 | 646 |
| MOT17-14-SDP | 35.0 | 42.1 | 31.1 | 12 | 53 | 1,955 | 9,658 | 47.7 | 81.9 | 29.8 | 33.0 | 32.1 | 65.3 | 36.6 | 62.8 | 75.7 | 2.6 | 402 | 584 |
Raw data:
