LongRCA Bench: Diagnosing Responsible Roles and Root Causes in Long-Horizon Agent Failures Paper • 2608.15242 • Published 13 days ago • 15
A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression Paper • 2604.19572 • Published Apr 21 • 24
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies Paper • 2602.09514 • Published Feb 10 • 11
A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression Paper • 2604.19572 • Published Apr 21 • 24
LongRCA Bench: Diagnosing Responsible Roles and Root Causes in Long-Horizon Agent Failures Paper • 2608.15242 • Published 13 days ago • 15
OProver: A Unified Framework for Agentic Formal Theorem Proving Paper • 2605.17283 • Published May 17 • 31
InCoder-32B-Thinking: Industrial Code World Model for Thinking Paper • 2604.03144 • Published Apr 3 • 239
InCoder-32B: Code Foundation Model for Industrial Scenarios Paper • 2603.16790 • Published Mar 17 • 312
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies Paper • 2602.09514 • Published Feb 10 • 11
Large-Scale Terminal Agentic Trajectory Generation from Dockerized Environments Paper • 2602.01244 • Published Feb 1 • 16
TerminalTraj Collection Including TerminalTraj's data, models, and paper • 5 items • Updated Mar 13 • 5
IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs Paper • 2504.15415 • Published Apr 21, 2025 • 23
IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs Paper • 2504.15415 • Published Apr 21, 2025 • 23
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems Paper • 2510.11652 • Published Oct 13, 2025 • 30
How Far Are We from Genuinely Useful Deep Research Agents? Paper • 2512.01948 • Published Dec 1, 2025 • 58
O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents Paper • 2511.13593 • Published Nov 17, 2025 • 28
How Far Are We from Genuinely Useful Deep Research Agents? Paper • 2512.01948 • Published Dec 1, 2025 • 58
Towards Faithful and Controllable Personalization via Critique-Post-Edit Reinforcement Learning Paper • 2510.18849 • Published Oct 21, 2025 • 21
A^2FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning Paper • 2510.12838 • Published Oct 13, 2025 • 25