A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers Paper • 2508.21148 • Published Aug 28 • 140
SPARK: Synergistic Policy And Reward Co-Evolving Framework Paper • 2509.22624 • Published Sep 26 • 17
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization Paper • 2510.08540 • Published 20 days ago • 108
UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation Paper • 2510.18701 • Published 8 days ago • 66
$\text{G}^2$RPO: Granular GRPO for Precise Reward in Flow Models Paper • 2510.01982 • Published 27 days ago • 5
MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing Paper • 2509.22186 • Published Sep 26 • 126
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
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning Paper • 2508.20751 • Published Aug 28 • 89
CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning Paper • 2508.20096 • Published Aug 27 • 36
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence Paper • 2505.23764 • Published May 29 • 3
Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings Paper • 2506.04997 • Published Jun 5
MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Paper • 2507.19478 • Published Jul 25 • 30
GOBench: Benchmarking Geometric Optics Generation and Understanding of MLLMs Paper • 2506.00991 • Published Jun 1
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Paper • 2508.18265 • Published Aug 25 • 201
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