Beyond Holistic Models: Systematic Component-level Benchmarking of Deep Multivariate Time-Series Forecasting Paper • 2605.26562 • Published May 26 • 1
Benchmarking Composed Image Retrieval for Applied Earth Observation Paper • 2605.24442 • Published May 23 • 2
AnyMo: Scaling Any-Modality Conditional Motion Generation with Masked Modeling Paper • 2605.29488 • Published May 28 • 2
Light Interaction: Training-Free Inference Acceleration for Interactive Video World Models Paper • 2605.31158 • Published May 29 • 3
Flat-Pack Bench: Evaluating Spatio-Temporal Understanding in Large Vision-Language Models through Furniture Assembly Paper • 2605.21625 • Published May 20 • 4
One-Forcing: Towards Stable One-Step Autoregressive Video Generation Paper • 2605.23458 • Published May 22 • 8
RayDer: Scalable Self-Supervised Novel View Synthesis from Real-World Video Paper • 2605.31535 • Published May 29 • 8
SoundnessBench: Can Your AI Scientist Really Tell Good Research Ideas from Bad Ones? Paper • 2605.30329 • Published May 28 • 9
OpenSkillEval: Automatically Auditing the Open Skill Ecosystem for LLM Agents Paper • 2605.23657 • Published May 28 • 9
Lumos-Nexus: Efficient Frequency Bridging with Homogeneous Latent Space for Video Unified Models Paper • 2605.31603 • Published May 29 • 9
From Model Scaling to System Scaling: Scaling the Harness in Agentic AI Paper • 2605.26112 • Published May 25 • 10
The Flip Side of RLHF: On-Policy Feedback for Reward Model Self-Supervised Improvement Paper • 2605.30888 • Published May 29 • 11
DecMem: Towards Minute-Long Consistent World Generation with Decoupled Memory Paper • 2605.31336 • Published May 29 • 13
HL-OutPaint: Coarse-to-Fine Video Outpainting for High-Resolution Long-Range Videos Paper • 2605.17543 • Published May 19 • 16
LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis Paper • 2605.30434 • Published May 28 • 24
Exploring Autonomous Agentic Data Engineering for Model Specialization Paper • 2605.30407 • Published May 28 • 24
SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search Paper • 2605.29796 • Published May 28 • 26