Table 2 Performance comparison of multiple rodent tracking on all frames in dataset B
| Â | Â | Toxtrac [25] | idtracker.ai [24] | EDDSN-MRT (Ours) | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ID | No | Miss | Switch | Drift | MOTA | ICR | Miss | Switch | Drift | MOTA | ICR | Miss | Switch | Drift | MOTA(P) | ICR(P) | |
B1 | 2 | 8730 | 1796 | 0 | 72.63% | 67.11% | 0 | 234 | 349 | 97.79% | 98.18% | 0 | 0 | 135 | 99.16% ( < 0.001)*** | 99.58% ( < 0.001)*** | |
B2 | 2 | 32,441 | 12,522 | 0 | 55.42% | 38.35% | 0 | 1170 | 1101 | 96.95% | 96.89% | 0 | 16 | 730 | 98.00% ( < 0.001)*** | 98.98% ( < 0.001)*** | |
B3 | 2 | 11,257 | 7195 | 0 | 72.95% | 55.83% | 252 | 3800 | 491 | 97.01% | 89.12% | 0 | 10 | 451 | 97.84% ( < 0.001)*** | 98.90% ( < 0.001)*** | |
B4 | 2 | 7907 | 13,903 | 0 | 80.95% | 47.81% | 66 | 332 | 180 | 98.96% | 98.62% | 0 | 0 | 185 | 99.11%(0.117) | 99.56% ( < 0.001)*** | |
B5 | 4 | 64,370 | 59,250 | 0 | 68.19% | 39.34% | 2175 | 13,726 | 0 | 98.93% | 92.20% | 0 | 14 | 832 | 99.18% ( < 0.001)*** | 99.58% ( < 0.001)*** | |
B6(1)1 | 4 | None2 | None | None | None | None | 9040 | 7420 | 0 | 96.43% | 89.02% | 0 | 24 | 1240 | 98.34% ( < 0.001)*** | 99.16% ( < 0.001)*** | |
B6(2)1 | 4 | None2 | None | None | None | None | 6800 | 4120 | 0 | 96.90% | 92.54% | 0 | 0 | 1261 | 98.28% ( < 0.001)*** | 99.14% ( < 0.001)*** | |