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Egocentric Question Answering on EgoLifeQA Jake's 500 QA v1.0
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39.2
EntityLog
EgoGPT (EgoIT-99K+D1)
34.208
35.504
36.8
38.096
Mar 5, 2025
EntityLog
EventRecall
HabitInsight
RelationMap
TaskMaster
Average Score
Updated 4d ago
Evaluation Results
Method
Method
Links
EntityLog
EventRecall
HabitInsight
RelationMap
TaskMaster
Average Score
EgoGPT (EgoIT-99K+D1)
#Frames=1 FPS, Audio=t...
2025.03
39.2
36.5
31.1
33.6
39.7
36
LLaVA-OV
#Frames=1 FPS, Audio=f...
2025.03
36.8
34.9
31.1
22.4
28.6
30.8
Gemini-1.5-Pro
Audio=false, Identity=...
2025.03
36
37.3
45.9
30.4
34.9
36.9
EgoGPT (EgoIT-99K)
#Frames=1 FPS, Audio=f...
2025.03
35.2
36.5
27.9
29.6
36.5
33.1
GPT-4o
#Frames=1 FPS, Audio=f...
2025.03
34.4
42.1
29.5
30.4
44.4
36.2
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