| Toloka Visual Question Answering Benchmark | Sep 28, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Tackling VQA with Pretrained Foundation Models without Further Training | Sep 27, 2023 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Sentence Attention Blocks for Answer Grounding | Sep 20, 2023 | Question AnsweringSentence | —Unverified | 0 |
| DreamLLM: Synergistic Multimodal Comprehension and Creation | Sep 20, 2023 | multimodal generationVisual Question Answering | CodeCode Available | 2 |
| KOSMOS-2.5: A Multimodal Literate Model | Sep 20, 2023 | document understandingmodel | —Unverified | 0 |
| Visual Question Answering in the Medical Domain | Sep 20, 2023 | Contrastive LearningMedical Visual Question Answering | —Unverified | 0 |
| An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models | Sep 18, 2023 | Visual Question Answering | CodeCode Available | 6 |
| Syntax Tree Constrained Graph Network for Visual Question Answering | Sep 17, 2023 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| D3: Data Diversity Design for Systematic Generalization in Visual Question Answering | Sep 15, 2023 | DiversityQuestion Answering | CodeCode Available | 0 |
| TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild | Sep 14, 2023 | DecoderInstruction Following | CodeCode Available | 1 |
| Rank2Tell: A Multimodal Driving Dataset for Joint Importance Ranking and Reasoning | Sep 12, 2023 | Autonomous VehiclesQuestion Answering | —Unverified | 0 |
| Interpretable Visual Question Answering via Reasoning Supervision | Sep 7, 2023 | Common Sense ReasoningQuestion Answering | —Unverified | 0 |
| Evaluation and Enhancement of Semantic Grounding in Large Vision-Language Models | Sep 7, 2023 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| A Survey on Interpretable Cross-modal Reasoning | Sep 5, 2023 | Cross-Modal RetrievalDecision Making | CodeCode Available | 1 |
| Physically Grounded Vision-Language Models for Robotic Manipulation | Sep 5, 2023 | Image CaptioningLanguage Modelling | —Unverified | 0 |
| Towards Addressing the Misalignment of Object Proposal Evaluation for Vision-Language Tasks via Semantic Grounding | Sep 1, 2023 | Graph GenerationImage Captioning | CodeCode Available | 0 |
| Separate and Locate: Rethink the Text in Text-based Visual Question Answering | Aug 31, 2023 | Optical Character Recognition (OCR)Position | CodeCode Available | 0 |
| Expanding Frozen Vision-Language Models without Retraining: Towards Improved Robot Perception | Aug 31, 2023 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory | Aug 28, 2023 | Question AnsweringRetrieval | CodeCode Available | 1 |
| Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP | Aug 27, 2023 | Question AnsweringText Generation | CodeCode Available | 1 |
| DLIP: Distilling Language-Image Pre-training | Aug 24, 2023 | Image CaptioningImage-text Retrieval | —Unverified | 0 |
| Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond | Aug 24, 2023 | Chart Question AnsweringFS-MEVQA | CodeCode Available | 5 |
| InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4 | Aug 23, 2023 | Instruction FollowingQuestion Answering | CodeCode Available | 1 |
| EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE | Aug 23, 2023 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| VQA Therapy: Exploring Answer Differences by Visually Grounding Answers | Aug 21, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
