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ResearchFormerly WizWand

Temporal Coherence Verification on Fluid Video 1.0 (test)

70.1AccuracyGPT-4o
50.65255.70160.7565.799Mar 30, 2026
Updated 6mo ago

Evaluation results

MethodLinks
GPT-4oCategory=Closed-source, #Param=—, Stride=2, Zero-shot=true2026.0370.1
Gemini-2.5-FlashCategory=Closed-source, #Param=—, Stride=4, Zero-shot=true2026.0370.06
GPT-4oCategory=Closed-source, #Param=—, Stride=4, Zero-shot=true2026.0369.91
Gemini-2.5-FlashCategory=Closed-source, #Param=—, Stride=2, Zero-shot=true2026.0367
Qwen2.5-VLCategory=Open-source, #Param=7B, Stride=2, Zero-shot=true2026.0357.8
Qwen2.5-VLCategory=Open-source, #Param=7B, Stride=4, Zero-shot=true2026.0356.63
InternVL3Category=Open-source, #Param=8B, Stride=4, Zero-shot=true2026.0354.94
GLM-4.1VCategory=Open-source, #Param=9B, Stride=4, Zero-shot=true2026.0354.01
Qwen2-VLCategory=Open-source, #Param=7B, Stride=2, Zero-shot=true2026.0354
Qwen2-VLCategory=Open-source, #Param=7B, Stride=4, Zero-shot=true2026.0353.24
mPLUG-Owl3Category=Open-source, #Param=7B, Stride=4, Zero-shot=true2026.0353.2
InternVL3Category=Open-source, #Param=8B, Stride=2, Zero-shot=true2026.0353
InternVL2.5Category=Open-source, #Param=8B, Stride=2, Zero-shot=true2026.0352.95
InternVL2.5Category=Open-source, #Param=8B, Stride=4, Zero-shot=true2026.0352.31
mPLUG-Owl3Category=Open-source, #Param=7B, Stride=2, Zero-shot=true2026.0352.19
GLM-4.1VCategory=Open-source, #Param=9B, Stride=2, Zero-shot=true2026.0351.4