OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification Paper • 2512.10756 • Published 22 days ago • 33
Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving Paper • 2512.10739 • Published 22 days ago • 45
Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction Paper • 2512.04987 • Published 29 days ago • 75
T-Eval: Evaluating the Tool Utilization Capability Step by Step Paper • 2312.14033 • Published Dec 21, 2023 • 2
LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding Paper • 2312.14074 • Published Dec 21, 2023
Point-DETR3D: Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection Paper • 2403.15317 • Published Mar 22, 2024 • 1
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition Paper • 2403.17695 • Published Mar 26, 2024 • 1
Are We on the Right Way for Evaluating Large Vision-Language Models? Paper • 2403.20330 • Published Mar 29, 2024 • 6
DETRDistill: A Universal Knowledge Distillation Framework for DETR-families Paper • 2211.10156 • Published Nov 17, 2022
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use Paper • 2501.02506 • Published Jan 5, 2025 • 10
VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning Paper • 2505.22019 • Published May 28, 2025 • 11
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Paper • 2506.13977 • Published Jun 11, 2025 • 10
V2P-Bench: Evaluating Video-Language Understanding with Visual Prompts for Better Human-Model Interaction Paper • 2503.17736 • Published Mar 22, 2025 • 1
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning Paper • 2509.02544 • Published Sep 2, 2025 • 124
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning Paper • 2509.08755 • Published Sep 10, 2025 • 56
Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models Paper • 2510.01304 • Published Oct 1, 2025 • 10
Critique-RL: Training Language Models for Critiquing through Two-Stage Reinforcement Learning Paper • 2510.24320 • Published Oct 28, 2025 • 19
DualVLA: Building a Generalizable Embodied Agent via Partial Decoupling of Reasoning and Action Paper • 2511.22134 • Published Nov 27, 2025 • 21
DualVLA: Building a Generalizable Embodied Agent via Partial Decoupling of Reasoning and Action Paper • 2511.22134 • Published Nov 27, 2025 • 21
ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning Paper • 2511.14366 • Published Nov 18, 2025 • 16