Table 2.
Experiment | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Dataset | 110 | 150 | 170 | 270 | 280 | All | ||||||||
P | NP | P | NP | P | NP | P | NP | P | NP | P | NP | Total | ||
Training | 66 | 16 | 76 | 14 | 28 | 5 | 61 | 29 | 86 | 11 | 317 | 75 | 392 | |
RAFT-MIM | Validation | 13 | 3 | 15 | 3 | 5 | 1 | 13 | 6 | 18 | 2 | 64 | 15 | 79 |
Test | 13 | 3 | 15 | 3 | 5 | 1 | 13 | 6 | 18 | 2 | 64 | 15 | 79 | |
Total | 92 | 22 | 106 | 20 | 38 | 7 | 87 | 41 | 122 | 15 | 445 | 105 | 550 | |
Training | 30 | 6 | 35 | 6 | 13 | 1 | 29 | 13 | 40 | 4 | 147 | 30 | 177 | |
RAFT-MIM | Validation | 6 | 2 | 7 | 1 | 3 | 1 | 6 | 2 | 8 | 1 | 30 | 7 | 37 |
Test | 6 | 2 | 7 | 1 | 3 | 1 | 6 | 2 | 8 | 1 | 30 | 7 | 37 | |
Total | 42 | 10 | 49 | 8 | 19 | 3 | 41 | 17 | 56 | 6 | 207 | 44 | 251 | |
Farnebäck-MIM | It has the same samples as the RAFT sets while they are generated using Farnebäck. | |||||||||||||
Farnebäck-MIM | It has the same samples as the RAFT sets while they are generated using Farnebäck. |
P: pushing samples. NP: non-pushing samples. All: all experiments. 110, 150, 170, 270, and 280: names of the video experiments.