The Leaderboard Illusion
Paper
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2504.20879
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Published
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72
Good research papers
Good research papers collection
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SmolVLM: Redefining small and efficient multimodal models
Paper • 2504.05299 • Published • 205 -
Seedance 1.0: Exploring the Boundaries of Video Generation Models
Paper • 2506.09113 • Published • 105 -
Small Language Models are the Future of Agentic AI
Paper • 2506.02153 • Published • 23 -
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
Paper • 2509.07980 • Published • 102 -
VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model
Paper • 2509.09372 • Published • 246 -
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data
Paper • 2509.15221 • Published • 111 -
Self-Forcing++: Towards Minute-Scale High-Quality Video Generation
Paper • 2510.02283 • Published • 96 -
AgentRxiv: Towards Collaborative Autonomous Research
Paper • 2503.18102 • Published • 25 -
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
Paper • 2510.04618 • Published • 129 -
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe
Paper • 2511.16334 • Published • 93 -
ArXiv Daily Papers
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Recursive Language Models
Paper • 2512.24601 • Published • 82 -
SmartSearch: Process Reward-Guided Query Refinement for Search Agents
Paper • 2601.04888 • Published • 10 -
TowerMind: A Tower Defence Game Learning Environment and Benchmark for LLM as Agents
Paper • 2601.05899 • Published • 4 -
AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents
Paper • 2512.23343 • Published • 28 -
General Agentic Memory Via Deep Research
Paper • 2511.18423 • Published • 167 -
LIMI: Less is More for Agency
Paper • 2509.17567 • Published • 104 -
AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts
Paper • 2601.11044 • Published • 34 -
The Responsibility Vacuum: Organizational Failure in Scaled Agent Systems
Paper • 2601.15059 • Published • 3