Table 2.
Overlap success (%) in terms of comples scene on the OTB-100 dataset.
| Attributes | Ours | THCF [36] |
MEEM [24] |
DLT [10] |
KCF [31] |
STC [49] |
Struck [25] |
SCM [52] |
CT [50] |
LSHT [51] |
CSK [30] |
MIL [20] |
TLD [23] |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| lllumination variation(23) | 72.0 | 72.1 | 70.2 | 61.7 | 58.3 | 57.5 | 56.5 | 34.4 | 41.1 | 47.4 | 53.9 | 28.0 | 43.2 |
| Out-of-plane rotation(37) | 78.6 | 74.7 | 73.1 | 66.4 | 61.2 | 62.1 | 58.2 | 36.9 | 43.5 | 50.4 | 57.8 | 35.1 | 45.7 |
| Scalvariation (28) | 67.5 | 69.5 | 68.8 | 56.9 | 47.2 | 46.3 | 50.8 | 32.8 | 34.0 | 47.9 | 61.7 | 34.5 | 48.7 |
| Occlusion(27) | 77.4 | 76.9 | 73.8 | 65.9 | 61.4 | 65.1 | 57.5 | 31.0 | 41.0 | 49.6 | 58.3 | 36.4 | 41.6 |
| Deforrnation(17) | 85.7 | 83.7 | 78.8 | 63.5 | 65.9 | 73.4 | 60.3 | 31.9 | 39.5 | 50.4 | 55.7 | 44.2 | 40.7 |
| Motionblur(12) | 65.8 | 66.4 | 66.7 | 65.5 | 54.8 | 58.0 | 52.4 | 21.3 | 34.3 | 50.0 | 32.1 | 23.4 | 48.2 |
| Fastmotion(17) | 67.6 | 67.3 | 65.7 | 67.4 | 49.5 | 55.1 | 49.7 | 21.4 | 36.7 | 55.1 | 32.6 | 32.7 | 45.9 |
| In-plane rotation(31) | 76.2 | 73.8 | 67.7 | 63.7 | 58.4 | 60.4 | 65.1 | 37.9 | 45.3 | 53.7 | 54.8 | 32.5 | 45.6 |
| Outofview(6) | 69.3 | 68.7 | 68.0 | 74.0 | 54.4 | 63.6 | 53.7 | 30.0 | 40.8 | 55.9 | 44.4 | 42.3 | 50.9 |
| Background clutter(21) | 75.5 | 75.4 | 75.5 | 72.1 | 66.5 | 67.9 | 59.7 | 37.7 | 47.9 | 53.5 | 53.6 | 40.3 | 39.8 |
| Low resolution (4) | 45.1 | 46.6 | 42.7 | 37.6 | 28.7 | 26.8 | 32.0 | 28.7 | 28.2 | 24.8 | 54.0 | 14.4 | 33.6 |
| Weighted Average | 73.9 | 73 | 70.6 | 64.3 | 57.6 | 59.8 | 56.7 | 32.9 | 40.8 | 50.5 | 53.2 | 34.3 | 44.5 |