PlanViz: Evaluating Planning-Oriented Image Generation and Editing for Computer-Use Tasks Paper • 2602.06663 • Published 4 days ago • 5
AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security Paper • 2601.18491 • Published 15 days ago • 122
SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence Paper • 2512.22334 • Published Dec 26, 2025 • 35
Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics Paper • 2512.12602 • Published Dec 14, 2025 • 44
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 134
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning Paper • 2510.25992 • Published Oct 29, 2025 • 48
Glyph: Scaling Context Windows via Visual-Text Compression Paper • 2510.17800 • Published Oct 20, 2025 • 68
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science Paper • 2510.16872 • Published Oct 19, 2025 • 109
A Survey of Reinforcement Learning for Large Reasoning Models Paper • 2509.08827 • Published Sep 10, 2025 • 190
From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning Paper • 2509.23768 • Published Sep 28, 2025 • 49
OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always! Paper • 2509.26495 • Published Sep 30, 2025 • 12
MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use Paper • 2509.24002 • Published Sep 28, 2025 • 175
MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources Paper • 2509.21268 • Published Sep 25, 2025 • 104
HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark? Paper • 2509.07894 • Published Sep 9, 2025 • 31
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics Paper • 2508.18124 • Published Aug 25, 2025 • 49
IAG: Input-aware Backdoor Attack on VLMs for Visual Grounding Paper • 2508.09456 • Published Aug 13, 2025 • 8