Paper page - Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows
… Tasks span controlled business services CRM, HR, finance, email, helpdesk, calendar and local workspace repair. …
… Tasks span controlled business services CRM, HR, finance, email, helpdesk, calendar and local workspace repair. …
Papers arxiv:2605.30265 LoMo: Local Modality Substitution for Deeper Vision-Language Fusion Published on May 28 Submitted by Zhixiong Zhang SII on May 29 Fudan University Authors: , Zhixiong Zhang , , Yibin Wang , Abstract Vision-language models suffer from modality sensitivity due to training data… …
… But trajectory analysis shows what we call the execution-research gap : agents grind local knobs source ratios, length thresholds, random seeds instead of exploring new method families. …
… More importantly, it improves local point map and point map normal metrics, suggesting better local surface geometry. …
… To estimate this local complexity, we introduce two complementary and tractable monitor functions: a spatial measure based on the flow's Dirichlet energy , and a geometric measure based on the acceleration of the sampling trajectories . …
… To address this problem, we propose Internalizing Visually Grounded Reasoning iVGR , a novel reinforcement learning framework that transfers localization capabilities into the textual reasoning process. …
… Both stages share a skeleton-aware Global-Local Graph-guided Multi-Head Attention GL-GMHA module for joint-level local reasoning and global coordination . …
… The following papers were recommended by the Semantic Scholar API Beyond Localization: A Comprehensive Diagnosis of Perspective-Conditioned Spatial Reasoning in MLLMs from Omnidirectional Images 2026 SpaceDG: Benchmarking Spatial Intelligence under Visual Degradation 2026 Embodied3DBench: Benchmark… …
… To this end, we first define the key abilities for pano-native understanding, including semantic anchoring, spherical localization, reference-frame transformation, and depth-aware 3D spatial reasoning . …
… In our framework, we use discrete differential forms to capture topology-dominated components and an orthogonal auxiliary ambient space to represent complex local dynamics. …