VLM-Reasoning

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lovesnowbest 

authored 14 papers 10 days ago

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 • 11

VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning

Paper • 2505.22019 • Published May 28 • 11

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios

Paper • 2506.13977 • Published Jun 11 • 10

V2P-Bench: Evaluating Video-Language Understanding with Visual Prompts for Better Human-Model Interaction

Paper • 2503.17736 • Published Mar 22 • 1

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Paper • 2509.02544 • Published Sep 2 • 124

AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning

Paper • 2509.08755 • Published Sep 10 • 56

Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models

Paper • 2510.01304 • Published Oct 1 • 10

Critique-RL: Training Language Models for Critiquing through Two-Stage Reinforcement Learning

Paper • 2510.24320 • Published Oct 28 • 18

YuZeng260 

authored a paper 10 days ago

DualVLA: Building a Generalizable Embodied Agent via Partial Decoupling of Reasoning and Action

Paper • 2511.22134 • Published 14 days ago • 21

Lin-Chen 

authored a paper 10 days ago

DualVLA: Building a Generalizable Embodied Agent via Partial Decoupling of Reasoning and Action

Paper • 2511.22134 • Published 14 days ago • 21

lovesnowbest 

authored a paper 10 days ago

DualVLA: Building a Generalizable Embodied Agent via Partial Decoupling of Reasoning and Action

Paper • 2511.22134 • Published 14 days ago • 21

Osilly 

authored a paper about 1 month ago

Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models

Paper • 2511.01618 • Published Nov 3 • 9

Osilly 

authored 2 papers 2 months ago

CompBench: Benchmarking Complex Instruction-guided Image Editing

Paper • 2505.12200 • Published May 18

Learning Only with Images: Visual Reinforcement Learning with Reasoning, Rendering, and Visual Feedback

Paper • 2507.20766 • Published Jul 28 • 1