Crowd Tracking on DroneCrowd 1.0 (test)
32.5T-mAPSTNNet (w/o cyc)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| STNNet (w/o cyc)Association Strategy=min-cost flow2021.05 | 32.5 | 35.45 | 33.99 | 28.05 | |
| STNNetAssociation Strategy=min-cost flow2021.05 | 32.32 | 35.29 | 33.78 | 27.9 | |
| STNNet (w/o rel)Association Strategy=min-cost flow2021.05 | 32.26 | 35.2 | 33.78 | 27.8 | |
| STNNet (w/o rel)Association Strategy=social-LSTM2021.05 | 31.6 | 34.78 | 33.12 | 26.89 | |
| STNNetAssociation Strategy=social-LSTM2021.05 | 31.58 | 34.82 | 33 | 26.92 | |
| STNNet (w/o ass)Association Strategy=min-cost flow2021.05 | 31.44 | 34.59 | 32.94 | 26.77 | |
| STNNet (w/o cyc)Association Strategy=social-LSTM2021.05 | 31.44 | 34.53 | 32.79 | 26.99 | |
| STNNet (w/o ass)Association Strategy=social-LSTM2021.05 | 30.9 | 34.08 | 32.32 | 26.3 | |
| STNNet (w/o loc)Association Strategy=min-cost flow2021.05 | 28.72 | 32.52 | 30.84 | 22.8 | |
| STNNet (w/o loc)Association Strategy=social-LSTM2021.05 | 28.55 | 32.5 | 30.65 | 22.51 | |
| DM-CountAssociation Strategy=min-cost flow2021.05 | 17.01 | 22.38 | 18.34 | 10.29 | |
| DM-CountAssociation Strategy=social-LSTM2021.05 | 16.54 | 19.72 | 19.13 | 10.77 | |
| CSRNetAssociation Strategy=min-cost flow2021.05 | 12.15 | 17.34 | 12.85 | 6.26 | |
| CSRNetAssociation Strategy=social-LSTM2021.05 | 11.66 | 14.63 | 13.74 | 6.16 | |
| MCNNAssociation Strategy=min-cost flow2021.05 | 9.16 | 11.47 | 9.65 | 6.36 | |
| MCNNAssociation Strategy=social-LSTM2021.05 | 8.96 | 10.45 | 9.91 | 6.51 | |
| CANAssociation Strategy=min-cost flow2021.05 | 4.39 | 6.97 | 4.72 | 1.48 | |
| CANAssociation Strategy=social-LSTM2021.05 | 4.13 | 5.48 | 5.26 | 1.65 |