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Anyone looking into the new MARS2 Workshop/Competition @ ECCV 2026? I saw Tec-do posting it. [D]
I recently came across the announcement for the MARS2 Workshop (Multimodal Reasoning Competition) at ECCV 2026. From what I understand, it focuses on multimodal reasoning and test-time reasoning (“slow thinking”), especially applied to video and real-world scenarios like advertising understanding and marketing-related tasks. The topic sounds interesting, but I’m still trying to wrap my head around what the actual evaluation setup looks like in practice. The spea
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paperMECoBench: A Systematic Study of Multimodal Agent Collaboration in Embodied EnvironmentspaperBefore Thinking, Learn to Decide: Proactive Routing for Efficient Visual ReasoningpaperAsk, Solve, Generate: Self-Evolving Unified Multimodal Understanding and Generation via Self-Consistency RewardspaperLearning to Fold: prizewinning solution at LeHome Challenge 2026 (1st place online, 2nd offline)paperAirGroundBench: Probing Spatial Intelligence in Multimodal Large Models under Heterogeneous Multi-View Embodied Collaboration
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paperBefore Thinking, Learn to Decide: Proactive Routing for Efficient Visual ReasoningrepoEvolvingLMMs-Lab/LLaVA-OneVision-2paperMECoBench: A Systematic Study of Multimodal Agent Collaboration in Embodied EnvironmentspaperLearning to Fold: prizewinning solution at LeHome Challenge 2026 (1st place online, 2nd offline)paperAsk, Solve, Generate: Self-Evolving Unified Multimodal Understanding and Generation via Self-Consistency RewardspaperAirGroundBench: Probing Spatial Intelligence in Multimodal Large Models under Heterogeneous Multi-View Embodied Collaborationrepomlr-org/mlr3extralearners