MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models Paper • 2410.17637 • Published 30 days ago • 34
AutoTrain: No-code training for state-of-the-art models Paper • 2410.15735 • Published Oct 21 • 57
CompassJudger-1: All-in-one Judge Model Helps Model Evaluation and Evolution Paper • 2410.16256 • Published Oct 21 • 58
Harnessing Webpage UIs for Text-Rich Visual Understanding Paper • 2410.13824 • Published Oct 17 • 29
MixEval-X: Any-to-Any Evaluations from Real-World Data Mixtures Paper • 2410.13754 • Published Oct 17 • 74
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception Paper • 2410.12628 • Published Oct 16 • 27
TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models Paper • 2410.10818 • Published Oct 14 • 14
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models Paper • 2410.10139 • Published Oct 14 • 50
Toward General Instruction-Following Alignment for Retrieval-Augmented Generation Paper • 2410.09584 • Published Oct 12 • 45
MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks Paper • 2410.10563 • Published Oct 14 • 37
LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models Paper • 2410.09732 • Published Oct 13 • 54
Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining Paper • 2410.08102 • Published Oct 10 • 19
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning Paper • 2409.20566 • Published Sep 30 • 52
MinerU: An Open-Source Solution for Precise Document Content Extraction Paper • 2409.18839 • Published Sep 27 • 25
Towards a Unified View of Preference Learning for Large Language Models: A Survey Paper • 2409.02795 • Published Sep 4 • 72
Guide-and-Rescale: Self-Guidance Mechanism for Effective Tuning-Free Real Image Editing Paper • 2409.01322 • Published Sep 2 • 94
CDM: A Reliable Metric for Fair and Accurate Formula Recognition Evaluation Paper • 2409.03643 • Published Sep 5 • 18