MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization Paper • 2510.08540 • Published 19 days ago • 108
SPARK: Synergistic Policy And Reward Co-Evolving Framework Paper • 2509.22624 • Published Sep 26 • 17
CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning Paper • 2509.22647 • Published Sep 26 • 31
CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning Paper • 2508.20096 • Published Aug 27 • 36
Hi3DEval: Advancing 3D Generation Evaluation with Hierarchical Validity Paper • 2508.05609 • Published Aug 7 • 29
SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience Paper • 2508.04700 • Published Aug 6 • 52
Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models Paper • 2508.00819 • Published Aug 1 • 62
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction Paper • 2507.15852 • Published Jul 21 • 38
ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing Paper • 2506.19848 • Published Jun 24 • 26
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM Paper • 2503.14478 • Published Mar 18 • 48
MM-IFEngine Collection [ICCV 2025] Official Implementation of "MM-IFEngine: Towards Multimodal Instruction Following" • 2 items • Updated Jul 16 • 6
VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning Paper • 2504.07956 • Published Apr 10 • 47
Unified Reward Model for Multimodal Understanding and Generation Paper • 2503.05236 • Published Mar 7 • 123
VideoRoPE: What Makes for Good Video Rotary Position Embeddi Collection A storage repo for VideoRoPE. • 6 items • Updated Jun 17 • 3
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference Paper • 2502.18411 • Published Feb 25 • 74