Long-Term Anticipation on Ego4D LTA v1 (test)
0.65ED@Z=20 VerbAntGPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AntGPTNot use EgoVLP=false, End-to-end=false2024.06 | 0.65 | 0.65 | 0.877 | |
| AntGPTNot use EgoVLP=false, End-to-end=false2024.08 | 0.65 | 0.65 | 0.877 | |
| VideoLLM-online-8B-v1+Not use EgoVLP=true, End-to-end=true2024.06 | 0.689 | 0.671 | 0.884 | |
| VIDEOLLM-MODNot use EgoVLP=true, End-to-end=true2024.08 | 0.689 | 0.676 | 0.884 | |
| VideoLLM-onlineNot use EgoVLP=true, End-to-end=true2024.08 | 0.691 | 0.692 | 0.889 | |
| PalmNot use EgoVLP=false, End-to-end=false2024.06 | 0.696 | 0.651 | 0.886 | |
| PalmNot use EgoVLP=false, End-to-end=false2024.08 | 0.696 | 0.651 | 0.886 | |
| VideoLLM-online-7B-v1Not use EgoVLP=true, End-to-end=true2024.06 | 0.697 | 0.698 | 0.897 | |
| VideoLLMNot use EgoVLP=true, End-to-end=true2024.06 | 0.721 | 0.725 | 0.921 | |
| VideoLLMNot use EgoVLP=false, End-to-end=true2024.08 | 0.721 | 0.725 | 0.921 | |
| EgoT2Not use EgoVLP=true, End-to-end=true2024.06 | 0.722 | 0.764 | 0.935 | |
| EgoT2Not use EgoVLP=true, End-to-end=true2024.08 | 0.722 | 0.764 | 0.935 | |
| HierVLNot use EgoVLP=true, End-to-end=true2024.06 | 0.724 | 0.735 | 0.928 | |
| HierVLNot use EgoVLP=true, End-to-end=true2024.08 | 0.724 | 0.735 | 0.928 | |
| CLIPNot use EgoVLP=true, End-to-end=true2024.06 | 0.739 | 0.769 | 0.941 | |
| CLIPNot use EgoVLP=true, End-to-end=true2024.08 | 0.739 | 0.769 | 0.941 | |
| I-CVAENot use EgoVLP=true, End-to-end=true2024.06 | 0.753 | 0.749 | 0.931 | |
| I-CVAENot use EgoVLP=true, End-to-end=true2024.08 | 0.753 | 0.748 | 0.931 |