Point-of-no-return temporal localization on Ego4D v1 (test)
0.61ErrorEgoT2s
Evaluation Results
| Method | Links | |
|---|---|---|
| EgoT2sTrained on frozen features=false2024.03 | 0.61 | |
| Temporal GraphTrained on frozen features=true2024.03 | 0.61 | |
| Task Translation+Trained on frozen features=true2024.03 | 0.61 | |
| EgoPackTrained on frozen features=true2024.03 | 0.61 | |
| Ego4D BaselinesTrained on frozen features=false2024.03 | 0.62 | |
| Multi-Task LearningTrained on frozen features=true2024.03 | 0.62 | |
| EgoT2Pre-trained on Ego4D=false, Trained on pre-extracted features=false2024.03 | 0.66 | |
| EgoPackPre-trained on Ego4D=false, Trained on pre-extracted features=true2024.03 | 0.66 | |
| EgoVLPPre-trained on Ego4D=true, Trained on pre-extracted features=false2024.03 | 0.67 | |
| I3D-ResNet-50LAVC=false, LASTC=false, MoI=false, AVC Pretraining=false2022.09 | 0.739 | |
| CNN LSTMPre-trained on Ego4D=false, Trained on pre-extracted features=false2024.03 | 0.76 | |
| RepLAILAVC=true, LASTC=true, MoI=true, AVC Pretraining=true2022.09 | 0.772 | |
| RepLAI (scratch)LAVC=true, LASTC=true, MoI=true, AVC Pretraining=false2022.09 | 0.775 | |
| BMNLAVC=false, LASTC=false, MoI=false, AVC Pretraining=false2022.09 | 0.78 | |
| RepLAI w/o AVCLAVC=false, LASTC=true, MoI=true, AVC Pretraining=true2022.09 | 0.792 | |
| RepLAI w/o AStCLAVC=true, LASTC=false, MoI=true, AVC Pretraining=true2022.09 | 0.795 | |
| RepLAI w/o MoILAVC=true, LASTC=true, MoI=false, AVC Pretraining=true2022.09 | 0.801 | |
| AVIDLAVC=false, LASTC=false, MoI=false, AVC Pretraining=true2022.09 | 0.814 | |
| XDCLAVC=false, LASTC=false, MoI=false, AVC Pretraining=false2022.09 | 0.82 | |
| RandomLAVC=false, LASTC=false, MoI=false, AVC Pretraining=false2022.09 | 0.827 | |
| MLPTrained on frozen features=true2024.03 | 1.76 |