Short Term Object Interaction Anticipation On
Metrics
Noun (Top5 mAP)
Noun+TTC (Top5 mAP)
Noun+Verb(Top5 mAP)
Overall (Top5 mAP)
Results
Performance results of various models on this benchmark
Model Name | Noun (Top5 mAP) | Noun+TTC (Top5 mAP) | Noun+Verb(Top5 mAP) | Overall (Top5 mAP) | Paper Title | Repository |
|---|---|---|---|---|---|---|
| EgoVideo | 31.08 | 12.41 | 16.18 | 7.21 | EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation | |
| SOIA-DOD | 34.886 | 10.907 | 17.614 | 6.221 | Short-term Object Interaction Anticipation with Disentangled Object Detection @ Ego4D Short Term Object Interaction Anticipation Challenge | - |
| InternVideo | 24.6 | 7.64 | 9.18 | 3.4 | InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges | |
| GANOv2 | 20.52 | 7.28 | 10.42 | 3.99 | Guided Attention for Next Active Object @ EGO4D STA Challenge |
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