{"total":38,"rows":[{"id":"2504.10479","title":"InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models","created":"2025-04-14","cited_by_count":1834,"area":null},{"id":"2507.07999","title":"Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology","created":"2025-07-10","cited_by_count":69,"area":null},{"id":"2505.14671","title":"UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens","created":"2025-05-20","cited_by_count":56,"area":null},{"id":"2511.23369","title":"SimScale: Learning to Drive via Real-World Simulation at Scale","created":"2025-11-28","cited_by_count":36,"area":null},{"id":"2505.05456","title":"SITE: towards Spatial Intelligence Thorough Evaluation","created":"2025-05-08","cited_by_count":29,"area":null},{"id":"2503.19903","title":"Scaling Vision Pre-Training to 4K Resolution","created":"2025-03-25","cited_by_count":28,"area":null},{"id":"2511.03929","title":"NVIDIA Nemotron Nano V2 VL","created":"2025-11-06","cited_by_count":17,"area":null},{"id":"2511.21025","title":"CaptionQA: Is Your Caption as Useful as the Image Itself?","created":"2025-11-26","cited_by_count":15,"area":null},{"id":"2505.23522","title":"OmniEarth-Bench: Towards Holistic Evaluation of Earth's Six Spheres and Cross-Spheres Interactions with Multimodal Observational Earth Data","created":"2025-05-29","cited_by_count":14,"area":null},{"id":"2602.01851","title":"How Well Do Models Follow Visual Instructions? VIBE: A Systematic Benchmark for Visual Instruction-Driven Image Editing","created":"2026-02-02","cited_by_count":12,"area":null},{"id":"2511.20460","title":"Look Where It Matters: Training-Free Ultra-HR Remote Sensing VQA via Adaptive Zoom Search","created":"2025-11-25","cited_by_count":11,"area":null},{"id":"2510.16641","title":"MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models","created":"2025-10-18","cited_by_count":10,"area":null},{"id":"2601.02316","title":"DatBench: Discriminative, Faithful, and Efficient VLM Evaluations","created":"2026-01-05","cited_by_count":10,"area":null},{"id":"2412.11767","title":"IDEA-Bench: How Far are Generative Models from Professional Designing?","created":"2024-12-16","cited_by_count":7,"area":null},{"id":"2411.07688","title":"ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG","created":"2024-11-12","cited_by_count":6,"area":null},{"id":"2606.06462","title":"Benchmark Everything Everywhere All at Once","created":"2026-06-04","cited_by_count":6,"area":null},{"id":"2506.09082","title":"AVA-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models","created":"2025-06-10","cited_by_count":5,"area":null},{"id":"2606.07639","title":"MOSS-Video-Preview: Toward Real-Time Video Understanding via Cross-Attention","created":"2026-06-01","cited_by_count":4,"area":null},{"id":"2504.18406","title":"HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding?","created":"2025-04-25","cited_by_count":3,"area":null},{"id":"2509.11589","title":"MVQA-68K: A Multi-dimensional and Causally-annotated Dataset with Quality Interpretability for Video Assessment","created":"2025-09-15","cited_by_count":2,"area":null},{"id":"2609.01607","title":"Uncovering Understanding-Generation Synergy in Native Unified Multimodal Models: From Representation, Task to System","created":"2026-09-01","cited_by_count":2,"area":null},{"id":"2511.22341","title":"Unexplored flaws in multiple-choice VQA make benchmarking unreliable","created":"2025-11-27","cited_by_count":1,"area":null},{"id":"2606.24253","title":"TuringViT: Making SOTA Vision Transformers Accessible to All","created":"2026-06-23","cited_by_count":1,"area":null},{"id":"2608.08907","title":"ToolVision: Learning When and How to Use Visual Tools with Capability-Aligned Supervision","created":"2026-08-09","cited_by_count":1,"area":null},{"id":"2609.19745","title":"Region-Level Policy Optimization for Fine-grained MLLM Perception","created":"2026-09-17","cited_by_count":1,"area":null},{"id":"2506.09954","title":"Vision Generalist Model: A Survey","created":"2025-06-11","cited_by_count":0,"area":null},{"id":"2506.21573","title":"Instruction Learning Paradigms: A Dual Perspective on White-box and Black-box LLMs","created":"2025-06-14","cited_by_count":0,"area":null},{"id":"2602.23622","title":"DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model","created":"2026-02-27","cited_by_count":0,"area":null},{"id":"2603.06677","title":"Chart Deep Research in LVLMs via Parallel Relative Policy Optimization","created":"2026-03-03","cited_by_count":0,"area":null},{"id":"2603.25744","title":"MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models","created":"2026-03-26","cited_by_count":0,"area":null},{"id":"2606.11913","title":"From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations","created":"2026-06-10","cited_by_count":0,"area":null},{"id":"2606.20736","title":"REKEY: Metadata-Grounded Visual-Key Regeneration for Contamination-Resilient VQA Evaluation","created":"2026-06-17","cited_by_count":0,"area":null},{"id":"2608.03826","title":"Geo-Embed: Towards Unified Multimodal Embeddings for Urban Understanding","created":"2026-08-04","cited_by_count":0,"area":null},{"id":"2609.03206","title":"Learning to Zoom Efficiently with a Contrastive Curriculum","created":"2026-09-02","cited_by_count":0,"area":null},{"id":"2609.22910","title":"When Should a VLM Look? Paying Only for Visual Calls That Were Needed and Used","created":"2026-09-19","cited_by_count":0,"area":null},{"id":"2609.23495","title":"Pay More Attention To Text In High-Resolution MLLMs","created":"2026-09-20","cited_by_count":0,"area":null},{"id":"2609.31234","title":"WeaveAgent: A Two-Stage Tool-Routing Agent for Ultra-High-Resolution Remote Sensing Imagery","created":"2026-09-25","cited_by_count":0,"area":null},{"id":"2609.34480","title":"When Does an Image Determine the Answer? Benchmarking Visual Answerability across Charts and Scenes","created":"2026-09-28","cited_by_count":0,"area":null}],"next_cursor":null}