MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome Paper • 2603.28407 • Published 16 days ago • 68
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders Paper • 2603.06569 • Published Mar 6 • 118
AgentDoG Collection A Diagnostic Guardrail Framework for AI Agent Safety and Security • 10 items • Updated 6 days ago • 107
Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning Paper • 2601.19280 • Published Jan 27 • 9
WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality Paper • 2510.18560 • Published Oct 21, 2025 • 1
InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing Paper • 2505.22156 • Published May 28, 2025
Guided Self-Evolving LLMs with Minimal Human Supervision Paper • 2512.02472 • Published Dec 2, 2025 • 55
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification Paper • 2601.15808 • Published Jan 22 • 20
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification Paper • 2601.15808 • Published Jan 22 • 20
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification Paper • 2601.15808 • Published Jan 22 • 20
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26, 2025 • 126
Guided Self-Evolving LLMs with Minimal Human Supervision Paper • 2512.02472 • Published Dec 2, 2025 • 55
The End of Manual Decoding: Towards Truly End-to-End Language Models Paper • 2510.26697 • Published Oct 30, 2025 • 119
HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application Paper • 2510.19631 • Published Oct 22, 2025 • 28
DeepWideSearch: Benchmarking Depth and Width in Agentic Information Seeking Paper • 2510.20168 • Published Oct 23, 2025 • 28
Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents Paper • 2510.14438 • Published Oct 16, 2025 • 14
Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents Paper • 2510.14438 • Published Oct 16, 2025 • 14
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset Paper • 2109.07679 • Published Sep 16, 2021