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Hyu-Zhang/MARS
Hyu-Zhang/MARS: This report presents MARS, short for Multimodal Agentic Reasoning with Source selection, our system for the CASTLE Challenge at EgoVis 2026. Participants must answer 185 closed-form questions over the CASTLE 2024 dataset. In contrast to prior single-video egocentric benchmarks...
AgentScore
7.50.00
+0.00 vs 24h ago
Adoption2.5
Quality—
Momentum50.0
Community5.0
Quality unrated · weight redistributed
CapabilitiesCode GenerationVision
DeploymentIde Plugin
MaturityExperimental
Score breakdown
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No signals on file for this pillar yet — it contributes 0 to the headline. The headline is a flat weighted sum, so a missing pillar costs its full weight (no redistribution).
Awaiting first reading — these signals apply to this agent and will be ingested on the next tier tick: GitHub stars, SO questions (7d), Product Hunt upvotes, Docker Hub pulls, Crates.io downloads (90d), Tech-news mentions (30d)
Not applicable — this agent doesn't have the prerequisite (no GitHub repo, no HF mirror, etc.) for these signals to ever apply: HF downloads (30d), npm weekly installs, PyPI monthly installs, MCP registry listing
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Score envelope last computed 25d ago. Quality is Unrated — agent has no benchmark results yet.