EvoMemState: Evolving Memory State for Personal Agents Paper • 2611.03743 • Published 9 days ago • 36
DecisionRank: On-Policy Distillation for Decision-Model Rerankers Paper • 2610.42128 • Published 12 days ago • 16
Recursa: Toward Recursively Self-Improving Foundation Model Systems Paper • 2611.04035 • Published 9 days ago • 19
VideoJev: System One Model for Video Understanding and Interaction Paper • 2610.18615 • Published 29 days ago • 85
Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence Paper • 2608.12743 • Published Aug 13 • 37
BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms Paper • 2607.26497 • Published Jul 30 • 53
A-RAG: Scaling Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces Paper • 2602.03442 • Published Feb 3 • 23
Keep It InMind: Benchmarking the Implicit-Association Blind Spot in Agent Memory Paper • 2607.24368 • Published Jul 27 • 31
Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion Paper • 2606.14885 • Published Jun 12 • 12
A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Paper • 2607.24223 • Published Jul 27 • 83
StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents Paper • 2607.22798 • Published Jul 24 • 63
CoVEBench: Can Video Editing Models Handle Complex Instructions? Paper • 2606.08415 • Published Jun 7 • 48
EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory Paper • 2606.21649 • Published Jun 19 • 35
JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence Paper • 2606.14777 • Published Jun 10 • 213
Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories Paper • 2606.02060 • Published Jun 1 • 59
Tool-Retrieval Collection The first large-scale and diverse tool retrieval benchmark. See our homepage for more details: https://github.com/mangopy/tool-retrieval-benchmark. • 8 items • Updated Jun 26, 2025 • 4
π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows Paper • 2605.14678 • Published May 19 • 63