Classification on Charades (test)
47.62BedTD-Graph LSTM
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TD-Graph LSTMBase model=VGG-CNN-F, Region proposal method=EdgeBoxes2017.08 | 47.62 | 12.26 | 45.07 | 23.55 | 16.7 | 15.6 | 30.9 | 5.05 | 17.64 | 7.43 | 9.53 | 19.52 | 43.29 | 4.23 | 12.47 | 15.03 | 5.91 | 19.52 | |
| ContextLocNetBase model=VGG-CNN-F, Region proposal method=EdgeBoxes2017.08 | 43.37 | 5.65 | 38.95 | 16.62 | 12.46 | 8.67 | 27.75 | 4.5 | 3.51 | 11.12 | 9.79 | 15.67 | 37.44 | 14.39 | 9.72 | 16.36 | 3.97 | 16.47 | |
| WSDDNBase model=VGG-CNN-F, Region proposal method=EdgeBoxes2017.08 | 39.8 | 5.85 | 36.1 | 21 | 16.3 | 11.6 | 30.5 | 4.7 | 2.8 | 6.5 | 8.1 | 14.8 | 37.8 | 5 | 12.5 | 8.2 | 4.8 | 15.67 | |
| TD-Graph LSTM w/o LSTMBase model=VGG-CNN-F, Region proposal method=EdgeBoxes2017.08 | 32.54 | 5.875 | 31.69 | 27.9 | 15.79 | 14.19 | 18.81 | 6.15 | 8.35 | 4.5 | 9.3 | 24.33 | 33 | 8.26 | 14.7 | 7.68 | 6.72 | 15.89 | |
| TD-Graph LSTM w/o graphBase model=VGG-CNN-F, Region proposal method=EdgeBoxes2017.08 | 25.04 | 6.51 | 43.79 | 21.54 | 15.6 | 15.86 | 19.57 | 5.61 | 9.32 | 6.2 | 9.02 | 25.95 | 39.2 | 8.85 | 15.27 | 18.18 | 5.63 | 17.13 |