Object Detection on Charades (test)
1.98mAPTD-Graph LSTM
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TD-Graph LSTMBackbone=VGG-CNN-F, Region Proposal method=EdgeBoxes2017.08 | 1.98 | 9.19 | 0.04 | 4.18 | 0.49 | 0.11 | 1.17 | 2.91 | 0.3 | 0.08 | 0.29 | 3.21 | 5.86 | 3.35 | 1.27 | 0.09 | 0.6 | 0.47 | |
| TD-Graph LSTM w/o graphBackbone=VGG-CNN-F, Region Proposal method=EdgeBoxes2017.08 | 1.55 | 9.69 | 0.02 | 2.85 | 0.34 | 0.05 | 0.87 | 1.95 | 0.69 | 0.05 | 0.44 | 2.11 | 3.34 | 1.91 | 1.05 | 0.05 | 0.29 | 0.69 | |
| TD-Graph LSTM w/o LSTMBackbone=VGG-CNN-F, Region Proposal method=EdgeBoxes2017.08 | 1.16 | 7.41 | 0.05 | 3 | 0.05 | 0.02 | 0.56 | 0.11 | 0.65 | 0.04 | 0.16 | 0.25 | 1.67 | 2.46 | 1.24 | 0.11 | 0.46 | 1.46 | |
| ContextLocNetBackbone=VGG-CNN-F, Region Proposal method=EdgeBoxes2017.08 | 1.12 | 7.4 | 0.03 | 0.55 | 0.02 | 0.01 | 0.17 | 1.11 | 0.66 | 0 | 0.07 | 1.75 | 4.12 | 0.63 | 0.99 | 0.03 | 0.75 | 0.78 | |
| WSDDNBackbone=VGG-CNN-F, Region Proposal method=EdgeBoxes2017.08 | 0.65 | 2.38 | 0.04 | 1.17 | 0.03 | 0.13 | 0.31 | 2.81 | 0.28 | 0.02 | 0.12 | 0.03 | 0.41 | 1.74 | 1.18 | 0.07 | 0.08 | 0.22 |