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ResearchFormerly WizWand

Long Video Understanding on LongVideoBench 23sec-60 min

74.4AccuracySeed1.5-VL
37.68847.21956.7566.281Dec 4, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Seed1.5-VLSize=8B, Input Frames=>=642025.1274.4
GPT-4oInput Frames=>=642025.1266.7
Eagle2.5Size=8B, Input Frames=>=642025.1266.4
VideoMem*Size=8B, Input Frames=642025.1263.3
InternVL3.5Size=8B, Input Frames=>=642025.1262.1
Video-XL2Size=8B, Input Frames=>=642025.1261
Flow4AgentSize=7B, Input Frames=>=642025.1260.4
VideoNSASize=7B, Input Frames=>=642025.1260
VideoLLaMA3Size=7B, Input Frames=>=642025.1259.8
GPT-4VInput Frames=>=642025.1259.1
Qwen3-VL*Size=8B, Input Frames=642025.1259.1
ApolloSize=7B, Input Frames=>=642025.1258.5
LLaVA-videoSize=7B, Input Frames=>=642025.1258.2
NVILASize=8B, Input Frames=>=642025.1257.7
LLaVA-OnevisionSize=7B, Input Frames=>=642025.1256.4
Qwen2.5-VLSize=7B, Input Frames=>=642025.1254.7
LLaVA-Next-VideoSize=7B, Input Frames=>=642025.1250.5
ShareGPT4VideoSize=8B, Input Frames=>=642025.1239.7
Video-LLaVASize=7B, Input Frames=>=642025.1239.1