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Video Understanding on MLVU (Wall-time Speedup)

2.78Wall-time SpeedupHIPPO
2.17682.33342.492.6466Jan 13, 2026

Evaluation results

MethodLinks
HIPPOBackbone model pair=video-SALMONN2+ 7B/72B2026.012.78
PEARL-SpecVLMBackbone model pair=video-SALMONN2+ 7B/72B2026.012.46
PEARL w/ Syn-PrefillBackbone model pair=video-SALMONN2+ 7B/72B2026.012.3
PEARL-videoBackbone model pair=video-SALMONN2+ 7B/72B2026.012.2