KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions Paper • 2601.04745 • Published Jan 8 • 43
4DWorldBench: A Comprehensive Evaluation Framework for 3D/4D World Generation Models Paper • 2511.19836 • Published Nov 25, 2025 • 14
Dr. Bench: A Multidimensional Evaluation for Deep Research Agents, from Answers to Reports Paper • 2510.02190 • Published Jan 29 • 21
Finch: Benchmarking Finance & Accounting across Spreadsheet-Centric Enterprise Workflows Paper • 2512.13168 • Published Dec 15, 2025 • 33
OmniQuality-R: Advancing Reward Models Through All-Encompassing Quality Assessment Paper • 2510.10609 • Published Oct 12, 2025 • 15
WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning Paper • 2509.22644 • Published Sep 26, 2025 • 22
Self-Evolving Vision-Language Models for Image Quality Assessment via Voting and Ranking Paper • 2509.25787 • Published Jan 27 • 17
WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model Paper • 2504.21024 • Published Apr 23, 2025 • 3
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training Paper • 2501.11425 • Published Jan 20, 2025 • 109
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents Paper • 2408.07199 • Published Aug 13, 2024 • 23
IQA-Spider: Unifying Multi-Granularity Image Quality Assessment with Reasoning, Grounding and Referring Paper • 2605.24553 • Published May 23 • 25
Agent Laboratory: Using LLM Agents as Research Assistants Paper • 2501.04227 • Published Jan 8, 2025 • 96
Agent S: An Open Agentic Framework that Uses Computers Like a Human Paper • 2410.08164 • Published Oct 10, 2024 • 28
PhysVista: Benchmarking Physical Intelligence in VLMs via a Perception-Reasoning-Assessment Loop Paper • 2610.00559 • Published 16 days ago • 67
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning Paper • 2503.15558 • Published Mar 18, 2025 • 53
Cosmos World Foundation Model Platform for Physical AI Paper • 2501.03575 • Published Jan 7, 2025 • 84
Physical Reasoning and Object Planning for Household Embodied Agents Paper • 2311.13577 • Published Nov 22, 2023 • 3
Post-Training Leaves Behavioral Shadows on Unrelated Decisions Paper • 2609.29233 • Published 22 days ago • 278