| CSVQA: A Chinese Multimodal Benchmark for Evaluating STEM Reasoning Capabilities of VLMs | May 30, 2025 | DiagnosticImage Comprehension | —Unverified | 0 |
| RGB-Th-Bench: A Dense benchmark for Visual-Thermal Understanding of Vision Language Models | Mar 25, 2025 | Image ComprehensionVisual Reasoning | —Unverified | 0 |
| RAD: Retrieval-Augmented Decision-Making of Meta-Actions with Vision-Language Models in Autonomous Driving | Mar 18, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation | Mar 7, 2025 | Image ComprehensionMemorization | —Unverified | 0 |
| New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration | Feb 27, 2025 | Image ComprehensionReferring Expression | CodeCode Available | 1 |
| SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models | Feb 18, 2025 | Image ComprehensionQuestion Answering | —Unverified | 0 |
| Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models | Jan 10, 2025 | FormImage Comprehension | —Unverified | 0 |
| RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback | Jan 1, 2025 | HallucinationImage Comprehension | CodeCode Available | 0 |
| EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM | Dec 12, 2024 | Image ComprehensionImage Generation | —Unverified | 0 |
| RSUniVLM: A Unified Vision Language Model for Remote Sensing via Granularity-oriented Mixture of Experts | Dec 7, 2024 | Change DetectionImage Comprehension | CodeCode Available | 1 |
