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Video Understanding on LongVideoBench (LVB)

70.2Overall ScoreQwen3-VL-30B + AdaQ
60.3262.88565.4568.015Feb 9, 2026Mar 3, 2026Mar 25, 2026Apr 17, 2026May 9, 2026May 31, 2026Jun 23, 2026

Evaluation results

MethodLinks
Qwen3-VL-30B + AdaQFrames=642026.0670.2
Qwen3-VL-30BFrames=642026.0667.2
Qwen3-VL-8B + AdaQFrames=642026.0666.9
GPT-4oFrames=256/0.5fps2026.0666.7
InternVL3.5-38BFrames=642026.0665.7
FullBackbone=Qwen3-VL-8B2026.0265
Kimi-VL-16B-A3BFrames=642026.0664.5
XAttentionBackbone=Qwen3-VL-8B2026.0264.25
PrismBackbone=Qwen3-VL-8B2026.0264.25
FlexPrefillBackbone=Qwen3-VL-8B2026.0264.1
Gemini-1.5-ProFrames=2562026.0664
LLaVA-Video-72BFrames=642026.0663.9
Qwen3-VL-8BFrames=642026.0662.2
MInferenceBackbone=Qwen3-VL-8B2026.0261.48
Qwen2.5-VL-72BFrames=1fps2026.0660.7