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| Aquila: A Hierarchically Aligned Visual-Language Model for Enhanced Remote Sensing Image Comprehension | Nov 9, 2024 | Image ComprehensionLanguage Modeling | —Unverified | 0 | 0 |
| GeoLocator: a location-integrated large multimodal model for inferring geo-privacy | Nov 21, 2023 | Image Comprehension | —Unverified | 0 | 0 |
| CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation | Mar 7, 2025 | Image ComprehensionMemorization | —Unverified | 0 | 0 |
| CSVQA: A Chinese Multimodal Benchmark for Evaluating STEM Reasoning Capabilities of VLMs | May 30, 2025 | DiagnosticImage Comprehension | —Unverified | 0 | 0 |
| EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM | Dec 12, 2024 | Image ComprehensionImage Generation | —Unverified | 0 | 0 |
| FullAnno: A Data Engine for Enhancing Image Comprehension of MLLMs | Sep 20, 2024 | Image CaptioningImage Comprehension | —Unverified | 0 | 0 |
| Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine | Jan 16, 2024 | DiagnosticImage Comprehension | —Unverified | 0 | 0 |
| IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web | Sep 14, 2024 | Image Comprehension | —Unverified | 0 | 0 |
| Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models | Jan 10, 2025 | FormImage Comprehension | —Unverified | 0 | 0 |
| Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA | Jan 29, 2024 | BenchmarkingImage Comprehension | —Unverified | 0 | 0 |
| Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation | Aug 1, 2024 | HallucinationImage Comprehension | —Unverified | 0 | 0 |
| On the Performance of Multimodal Language Models | Oct 4, 2023 | BenchmarkingBinary Classification | —Unverified | 0 | 0 |
| RAD: Retrieval-Augmented Decision-Making of Meta-Actions with Vision-Language Models in Autonomous Driving | Mar 18, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 | 0 |
| Rec-GPT4V: Multimodal Recommendation with Large Vision-Language Models | Feb 13, 2024 | Image ComprehensionMultimodal Recommendation | —Unverified | 0 | 0 |
| RGB-Th-Bench: A Dense benchmark for Visual-Thermal Understanding of Vision Language Models | Mar 25, 2025 | Image ComprehensionVisual Reasoning | —Unverified | 0 | 0 |
| SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models | Feb 18, 2025 | Image ComprehensionQuestion Answering | —Unverified | 0 | 0 |
| SlideAVSR: A Dataset of Paper Explanation Videos for Audio-Visual Speech Recognition | Jan 18, 2024 | Audio-Visual Speech RecognitionAutomatic Speech Recognition | —Unverified | 0 | 0 |
| Survey of different Large Language Model Architectures: Trends, Benchmarks, and Challenges | Dec 4, 2024 | Code GenerationImage Comprehension | —Unverified | 0 | 0 |
| Teach Multimodal LLMs to Comprehend Electrocardiographic Images | Oct 21, 2024 | DiagnosticImage Comprehension | —Unverified | 0 | 0 |
| Towards Practical and Efficient Image-to-Speech Captioning with Vision-Language Pre-training and Multi-modal Tokens | Sep 15, 2023 | Image ComprehensionLanguage Modeling | —Unverified | 0 | 0 |
| Unveiling Glitches: A Deep Dive into Image Encoding Bugs within CLIP | Jun 30, 2024 | HallucinationImage Comprehension | —Unverified | 0 | 0 |
| What Large Language Models Bring to Text-rich VQA? | Nov 13, 2023 | Image ComprehensionOptical Character Recognition (OCR) | —Unverified | 0 | 0 |