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ResearchFormerly WizWand

Video Understanding on VideoVista

79.67AccuracyLinVT-Qwen2-VL
34.929246.544658.1669.7754Jun 11, 2024Sep 9, 2024Dec 8, 2024Mar 9, 2025Jun 7, 2025Sep 5, 2025Dec 5, 2025
Updated 8mo ago

Evaluation results

MethodLinks
LinVT-Qwen2-VLSize=7B2024.1279.67
LinVT-InternVL2Size=8B2024.1278.64
LinVT-MolmoSize=7B2024.1277.41
MECoT2025.1274.23
LV-OV2025.1272.99
KangarooSize=8B2024.1269.5
Video-CCAMSize=9B2024.1269
LinVT-BLIP-3Size=4B2024.1268.62
VILA-1.5Size=8B2024.1266.12
ShareGPT4VideoSize=8B2024.1264.18
VideoChat2-HDSize=7B2024.1261.58
VideoLLaMA 2# Frames=16, Parameters=7B2024.0660.47
VideoLLaMA2Size=7B2024.1260.47
PLLAVASize=7B2024.1260.36
LinVT-AquilaSize=2B2024.1260.13
Video-LLaVASize=7B2024.1256.96
LLaMA-VIDSize=7B2024.1256.87
LLaVA-NeXT-VideoSize=7B2024.1256.66
LinVT-MiphaSize=1.6B2024.1255.62
MiniGPT4-VideoSize=7B2024.1253.58
VideoChatGPTSize=7B2024.1236.65