MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space Paper • 2504.13835 • Published 6 days ago • 35
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published 10 days ago • 239
MM-IFEngine: Towards Multimodal Instruction Following Paper • 2504.07957 • Published 14 days ago • 34
GenDoP: Auto-regressive Camera Trajectory Generation as a Director of Photography Paper • 2504.07083 • Published 15 days ago • 23
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing Paper • 2504.02826 • Published 21 days ago • 67
LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning? Paper • 2503.19990 • Published 30 days ago • 34
RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints Paper • 2503.16408 • Published Mar 20 • 40
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM Paper • 2503.14478 • Published Mar 18 • 47
MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning Paper • 2503.07365 • Published Mar 10 • 60
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Paper • 2412.05271 • Published Dec 6, 2024 • 155
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference Paper • 2502.18411 • Published Feb 25 • 73
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement Paper • 2501.12273 • Published Jan 21 • 14
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining Paper • 2501.00958 • Published Jan 1 • 107
MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs Paper • 2411.15296 • Published Nov 22, 2024 • 22
CompassJudger-1: All-in-one Judge Model Helps Model Evaluation and Evolution Paper • 2410.16256 • Published Oct 21, 2024 • 61
ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs Paper • 2410.12405 • Published Oct 16, 2024 • 13
LLaVA-Video Collection Models focus on video understanding (previously known as LLaVA-NeXT-Video). • 8 items • Updated Feb 21 • 60
Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation Paper • 2410.05363 • Published Oct 7, 2024 • 46