HarnessEval-W: Agentifying the Evaluation of Visual Worlds Paper • 2608.16859 • Published 16 days ago • 339
Cultivar: A Contrastive and Locale-Oriented Translation Benchmark for Investigating Contamination and Localisation Robustness Paper • 2608.09766 • Published 23 days ago • 6
Progress Reward Modeling for Robotic Learning: A Comprehensive Survey Paper • 2607.21655 • Published Jul 22 • 193
Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads Paper • 2607.01002 • Published Jul 1 • 19
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent Paper • 2606.30616 • Published Jun 29 • 105
VISTA: View-Consistent Self-Verified Training for GUI Grounding Paper • 2606.14579 • Published Jun 12 • 8
LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence Paper • 2605.25979 • Published May 25 • 28
DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards Paper • 2605.21467 • Published May 20 • 207
IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools Paper • 2605.20682 • Published May 20 • 86
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information Paper • 2605.11609 • Published May 12 • 196
CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence Paper • 2605.12882 • Published May 13 • 274
From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms Paper • 2605.06716 • Published May 7 • 5
A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression Paper • 2604.19572 • Published Apr 21 • 25
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published Apr 2 • 511
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 330
CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence Paper • 2603.28032 • Published Mar 30 • 344