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Visual Perception on CV-Bench 2D 1.0 (test)

59.25AccuracyFull Attention
46.374849.717453.0656.4026Apr 18, 2026

Evaluation results

MethodLinks
Full AttentionBackbone=LLaVA-1.5-13B2026.0459.2560.69
SinkRouterBackbone=LLaVA-1.5-13B2026.0458.9760.54
SinkRouterBackbone=LLaVA-1.5-7B2026.0447.1553.82
Full AttentionBackbone=LLaVA-1.5-7B2026.0446.8754.05