StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents Paper • 2607.22798 • Published 10 days ago • 60
TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders Paper • 2606.09323 • Published Jun 8 • 53
ACC: Compiling Agent Trajectories for Long-Context Training Paper • 2605.21850 • Published May 21 • 61
FORGE:Fine-grained Multimodal Evaluation for Manufacturing Scenarios Paper • 2604.07413 • Published Apr 8 • 98
CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents Paper • 2603.24440 • Published Mar 25 • 99
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings Paper • 2603.13594 • Published Mar 13 • 150
Hunt Instead of Wait: Evaluating Deep Data Research on Large Language Models Paper • 2602.02039 • Published Feb 2 • 5
The Underappreciated Power of Vision Models for Graph Structural Understanding Paper • 2510.24788 • Published Oct 27, 2025 • 36
GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks Paper • 2504.12764 • Published Apr 17, 2025 • 42