Activity Understanding on Ego4D
78.48Semantic Similarity ScoreOpenFlamingo
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OpenFlamingoVariant=Gaze-regularized, Input Modality=RGB-only2025.10 | 78.48 | 6.7 | |
| InternVLVariant=Gaze-regularized, Input Modality=RGB-only2025.10 | 74.04 | 5.7 | |
| Modified OpenFlamingoVariant=Gaze-regularized, Input Modality=RGB-only2025.10 | 73 | 6.2 | |
| LaViLa NarratorVariant=Gaze-regularized, Input Modality=RGB-only2025.10 | 72.68 | 6.9 | |
| OpenFlamingoVariant=Base, Input Modality=RGB-only2025.10 | 71.76 | — | |
| OpenLLaVAVariant=Gaze-regularized, Input Modality=RGB-only2025.10 | 70.27 | 4.9 | |
| InternVLVariant=Base, Input Modality=RGB-only2025.10 | 68.31 | — | |
| Modified OpenFlamingoVariant=Base, Input Modality=RGB-only2025.10 | 66.77 | — | |
| LaViLa NarratorVariant=Base, Input Modality=RGB-only2025.10 | 65.76 | — | |
| OpenLLaVAVariant=Base, Input Modality=RGB-only2025.10 | 65.39 | — |