Open-ended counting on TallyQA Simple 1.0 (test)
71.8AccuracyRCN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RCNregion_proposals=Faster R-CNN2018.10 | 71.8 | 1.13 | |
| Zhang et al.region_proposals=Faster R-CNN2018.10 | 70.5 | 1.15 | |
| MUTANbackbone=ResNet-1522018.10 | 56.5 | 1.51 | |
| Q+Ibackbone=ResNet-152, architecture=MLP (1024 hidden units), modality=Image and Question2018.10 | 54.7 | 1.44 | |
| Guess-1description=Answer 1 for all questions2018.10 | 53.5 | 1.78 | |
| DETECTbackbone=YOLOv22018.10 | 50.6 | 2.08 | |
| I-Onlybackbone=ResNet-152, architecture=MLP (1024 hidden units), modality=Image only2018.10 | 46.1 | 1.71 | |
| Q-Onlybackbone=RNN, architecture=MLP (1024 hidden units), modality=Question only2018.10 | 44.6 | 1.74 | |
| Guess-2description=Answer 2 for all questions2018.10 | 24.5 | 1.56 |