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Open-ended Video Question Answering on ActNet-QA

66.9AccuracyLLaVAction-7B
44.560850.360456.1661.9596Mar 24, 2025May 17, 2025Jul 10, 2025Sep 3, 2025Oct 27, 2025Dec 20, 2025Feb 13, 2026

Evaluation results

MethodLinks
LLaVAction-7Bzero-shot=true2025.0366.9
LLaVA-Video-7Bzero-shot=true2025.0366
PLLaVA-34B2025.0760.9
CoPE-VideoLM2026.0258.83
VILA-40B2025.0758
InternVL2.5-8B-ITG-32Frames Sampled=322025.0757.4
LLaVA-OV-7Bzero-shot=true2025.0356.6
LLaVA-OV-7B2025.0756.6
LLaVA-Video-7B2025.0756.5
VideoLLaMA2-7Bzero-shot=true2025.0353
VideoLLaMA2-7B2025.0750.2
LongVA-7B2025.0750
VideoChat2-7Bzero-shot=true2025.0349.1
FastV2026.0247.95
LLaVA-Scissor2026.0247.89
DyCoke2026.0247.88
PLLaVA2026.0247.59
VisionZip2026.0245.42