CalVerT: Augmenting Agents with Calibrated Verifier Telemetry Improves Action and Learning in Knowledge-Intensive Tasks Paper • 2606.21777 • Published 17 days ago • 4
EnterpriseClawBench: Benchmarking Agents from Real Workplace Sessions Paper • 2606.23654 • Published 14 days ago • 79
Connect the Dots: Training LLMs for Long-Lifecycle Agents with Cross-Domain Generalization Via Reinforcement Learning Paper • 2606.20002 • Published 18 days ago • 9
PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems Paper • 2606.22388 • Published 15 days ago • 96
Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark Paper • 2606.18648 • Published 19 days ago • 15
DailyReport: An Open-ended Benchmark for Evaluating Search Agents on Daily Search Tasks Paper • 2606.12871 • Published 25 days ago • 14
EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory Paper • 2606.21649 • Published 17 days ago • 32
Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance Paper • 2606.19195 • Published 19 days ago • 139
JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence Paper • 2606.14777 • Published 26 days ago • 208
RhymeFlow: Training-Free Acceleration for Video Generation with Asynchronous Denoising Flow Scheduling Paper • 2606.06309 • Published Jun 4 • 11
MBench: A Comprehensive Benchmark on Memory Capability for Video World Models Paper • 2606.00793 • Published 28 days ago • 11
Solving Physics Olympiad via Reinforcement Learning on Physics Simulators Paper • 2604.11805 • Published Apr 13 • 16
SimRecon: SimReady Compositional Scene Reconstruction from Real Videos Paper • 2603.02133 • Published Mar 2 • 4
ScenePainter: Semantically Consistent Perpetual 3D Scene Generation with Concept Relation Alignment Paper • 2507.19058 • Published Jul 25, 2025 • 13
LangScene-X: Reconstruct Generalizable 3D Language-Embedded Scenes with TriMap Video Diffusion Paper • 2507.02813 • Published Jul 3, 2025 • 60
VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step Paper • 2504.01956 • Published Apr 2, 2025 • 41