Video Question Answering on SUTD-TrafficQA (Setting-1 2)
96.78AccuracyHuman
Evaluation results
| Method | Links | |
|---|---|---|
| Human2021.03 | 96.78 | |
| semantic-aware dynamic retrospective-prospective reasoning2023.05 | 71.63 | |
| ERM2023.05 | 65.14 | |
| TMBC2023.05 | 65.14 | |
| EclipseGFLOPS=28.142021.03 | 64.77 | |
| Eclipse2023.05 | 64.77 | |
| HCRNGFLOPS=2051.042021.03 | 63.79 | |
| HCRN2023.05 | 63.79 | |
| BERT-VQAGFLOPS=266.772021.03 | 63.5 | |
| BERT-VQA2023.05 | 63.5 | |
| TVQAGFLOPS=252.112021.03 | 63.15 | |
| TVQA2023.05 | 63.15 | |
| CNN+LSTMGFLOPS=252.952021.03 | 57.64 | |
| CNN+LSTM2023.05 | 57.64 | |
| AvgpoolingGFLOPS=252.692021.03 | 57.5 | |
| Avgpooling2023.05 | 57.5 | |
| I3D+LSTMGFLOPS=108.722021.03 | 54.67 | |
| I3D+LSTM2023.05 | 54.67 | |
| VIS+LSTMGFLOPS=252.802021.03 | 54.25 | |
| VIS+LSTM2023.05 | 54.25 | |
| QA-LSTM2021.03 | 51.02 | |
| QA-LSTM2023.05 | 51.02 | |
| QE-LSTM2021.03 | 50.45 | |
| QE-LSTM2023.05 | 50.45 | |
| Q-type (random)2021.03 | 50 | |
| Q-type (random)2023.05 | 50 |