Person-person Interaction Recognition on BIT dataset
92.88Average AccuracyCo-LSTSM
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Co-LSTSMtemporal information=true2017.06 | 92.88 | 100 | 90.5 | 92.5 | 92.5 | 94.75 | 88 | 90.5 | 94.25 | |
| Kong et al. [19]2017.06 | 90.63 | 93.75 | 87.5 | 93.75 | 93.75 | 93.75 | 87.5 | 87.5 | 87.5 | |
| Two CNN+LSTMtemporal information=true, LSTM structure=two-stream2017.06 | 87.66 | 100 | 79 | 84.5 | 84.5 | 94.75 | 88 | 80.5 | 90 | |
| Kong et al. [16]2017.06 | 85.38 | 87.5 | 81.25 | 87.5 | 81.25 | 87.5 | 81.25 | 87.5 | 87.5 | |
| Ke et al.2017.06 | 85.2 | — | — | — | — | — | — | — | — | |
| Kong et al. [18]2017.06 | 85.16 | 81.25 | 81.25 | 81.25 | 93.75 | 93.75 | 81.25 | 81.25 | 87.5 | |
| Liu et al.2017.06 | 84.37 | 100 | 75 | 81.25 | 87.5 | 93.75 | 87.5 | 75 | 75 | |
| One CNN+LSTMtemporal information=true, LSTM structure=single2017.06 | 83.5 | 100 | 75 | 84.5 | 84.5 | 88 | 88 | 70 | 78 | |
| Lan et al.2017.06 | 82.03 | 81.25 | 75 | 81.25 | 87.5 | 87.5 | 81.25 | 81.25 | 81.25 | |
| Donahue et al.2017.06 | 80.13 | 100 | 75 | 85 | 69.75 | 85 | 69.75 | 80 | 76.5 | |
| Person-box CNNtemporal information=false2017.06 | 71.88 | 100 | 75 | 62.5 | 56.25 | 93.75 | 68.75 | 56.25 | 62.5 |