ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning Paper • 2509.21070 • Published 7 days ago • 9
From Uniform to Heterogeneous: Tailoring Policy Optimization to Every Token's Nature Paper • 2509.16591 • Published 12 days ago • 2
Shifting AI Efficiency From Model-Centric to Data-Centric Compression Paper • 2505.19147 • Published May 25 • 145
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges Paper • 2504.19093 • Published Apr 27 • 17
FUSION: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding Paper • 2504.09925 • Published Apr 14 • 38
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published Apr 14 • 292
GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation Paper • 2504.02782 • Published Apr 3 • 57
Lumina-Image 2.0: A Unified and Efficient Image Generative Framework Paper • 2503.21758 • Published Mar 27 • 22
LEMMA: Learning from Errors for MatheMatical Advancement in LLMs Paper • 2503.17439 • Published Mar 21 • 15
MathFusion: Enhancing Mathematic Problem-solving of LLM through Instruction Fusion Paper • 2503.16212 • Published Mar 20 • 25
MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer Paper • 2503.14891 • Published Mar 19 • 22
LEGION: Learning to Ground and Explain for Synthetic Image Detection Paper • 2503.15264 • Published Mar 19 • 21
OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? Paper • 2501.05510 • Published Jan 9 • 43
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training Paper • 2412.11863 • Published Dec 16, 2024 • 4
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions Paper • 2412.09596 • Published Dec 12, 2024 • 98
Chimera: Improving Generalist Model with Domain-Specific Experts Paper • 2412.05983 • Published Dec 8, 2024 • 9
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations Paper • 2412.07626 • Published Dec 10, 2024 • 26
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Paper • 2412.05271 • Published Dec 6, 2024 • 159
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation Paper • 2412.02592 • Published Dec 3, 2024 • 24
MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models Paper • 2410.17637 • Published Oct 23, 2024 • 36