Egocentric Question Answering on EgoLifeQA Jake's 500 QA v1.0
39.2EntityLogEgoGPT (EgoIT-99K+D1)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| EgoGPT (EgoIT-99K+D1)#Frames=1 FPS, Audio=true, Identity=true2025.03 | 39.2 | 36.5 | 31.1 | 33.6 | 39.7 | 36 | |
| LLaVA-OV#Frames=1 FPS, Audio=false, Identity=false2025.03 | 36.8 | 34.9 | 31.1 | 22.4 | 28.6 | 30.8 | |
| Gemini-1.5-ProAudio=false, Identity=false2025.03 | 36 | 37.3 | 45.9 | 30.4 | 34.9 | 36.9 | |
| EgoGPT (EgoIT-99K)#Frames=1 FPS, Audio=false, Identity=true2025.03 | 35.2 | 36.5 | 27.9 | 29.6 | 36.5 | 33.1 | |
| GPT-4o#Frames=1 FPS, Audio=false, Identity=false2025.03 | 34.4 | 42.1 | 29.5 | 30.4 | 44.4 | 36.2 |