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Video Question Answering on MSR-VTT (Frame Sampling Accuracy)

45.2Accuracy (50% Frames)SLAP
38.12839.96441.843.636May 29, 2026

Evaluation results

MethodLinks
SLAPzero-shot=true2026.0545.243.941.8-3.4
Video-LLaMA 3zero-shot=true2026.0544.541.234.7-9.8
Stable Video Diffusionzero-shot=true2026.0543.839.535.2-8.6
Linear Interpolationzero-shot=true2026.0540.135.830.1-10
Zero-Order Holdzero-shot=true2026.0538.431.222.5-15.9