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Video Question Answering on IntentQA (original test)

66.1Temporal Accuracyvideo-grounded entailment tree reasoning
61.73262.8666465.134Jan 9, 2025

Evaluation results

MethodLinks
video-grounded entailment tree reasoningReasoner=VideoLLAVA (7B)2025.0166.166.4
LLoViReasoner=GPT-4 (1.8T)2025.0165.568.7
VideoAgentReasoner=GPT-4 (1.8T)2025.0164.166.5
VideoTreeReasoner=GPT-4 (1.8T)2025.0161.966.1