| LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models | Jan 31, 2025 | Caption GenerationLanguage Modeling | CodeCode Available | 4 |
| DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World | Jun 30, 2025 | Caption GenerationObject | CodeCode Available | 2 |
| SonicVerse: Multi-Task Learning for Music Feature-Informed Captioning | Jun 18, 2025 | Caption GenerationDescriptive | CodeCode Available | 2 |
| FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion | Jun 1, 2025 | Audio captioningCaption Generation | CodeCode Available | 2 |
| AudioSetCaps: An Enriched Audio-Caption Dataset using Automated Generation Pipeline with Large Audio and Language Models | Nov 28, 2024 | Audio captioningAudio to Text Retrieval | CodeCode Available | 2 |
| PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance | Nov 4, 2024 | Caption GenerationMultiple-choice | CodeCode Available | 2 |
| Positive-Augmented Contrastive Learning for Vision-and-Language Evaluation and Training | Oct 9, 2024 | Caption GenerationContrastive Learning | CodeCode Available | 2 |
| SynthVLM: High-Efficiency and High-Quality Synthetic Data for Vision Language Models | Jul 30, 2024 | Caption GenerationQuestion Answering | CodeCode Available | 2 |
| MeaCap: Memory-Augmented Zero-shot Image Captioning | Mar 6, 2024 | Caption GenerationImage Captioning | CodeCode Available | 2 |
| Segment and Caption Anything | Dec 1, 2023 | Caption Generationobject-detection | CodeCode Available | 2 |
| Music Understanding LLaMA: Advancing Text-to-Music Generation with Question Answering and Captioning | Aug 22, 2023 | Caption GenerationLarge Language Model | CodeCode Available | 2 |
| Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions | Aug 8, 2023 | Caption GenerationImage Captioning | CodeCode Available | 2 |
| Fine-grained Image Captioning with CLIP Reward | May 26, 2022 | Caption GenerationDescriptive | CodeCode Available | 2 |
| VCapsBench: A Large-scale Fine-grained Benchmark for Video Caption Quality Evaluation | May 29, 2025 | Caption GenerationLanguage Modeling | CodeCode Available | 1 |
| LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts | May 20, 2025 | Caption GenerationRetrieval | CodeCode Available | 1 |
| VideoMultiAgents: A Multi-Agent Framework for Video Question Answering | Apr 25, 2025 | Caption GenerationEgoSchema | CodeCode Available | 1 |
| Will Pre-Training Ever End? A First Step Toward Next-Generation Foundation MLLMs via Self-Improving Systematic Cognition | Mar 16, 2025 | Caption GenerationImage Captioning | CodeCode Available | 1 |
| Large-scale Pre-training for Grounded Video Caption Generation | Mar 13, 2025 | Caption Generation | CodeCode Available | 1 |
| Croc: Pretraining Large Multimodal Models with Cross-Modal Comprehension | Oct 18, 2024 | Caption Generation | CodeCode Available | 1 |
| MotionBank: A Large-scale Video Motion Benchmark with Disentangled Rule-based Annotations | Oct 17, 2024 | Caption GenerationMotion Generation | CodeCode Available | 1 |
| Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data | Oct 2, 2024 | Audio ClassificationCaption Generation | CodeCode Available | 1 |
| Distractors-Immune Representation Learning with Cross-modal Contrastive Regularization for Change Captioning | Jul 16, 2024 | Caption Generationcross-modal alignment | CodeCode Available | 1 |
| HCQA @ Ego4D EgoSchema Challenge 2024 | Jun 22, 2024 | Caption Generation | CodeCode Available | 1 |
| SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset | May 12, 2024 | Action SpottingAutomatic Speech Recognition | CodeCode Available | 1 |
| BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes | Apr 3, 2024 | Caption GenerationHierarchical Multi-label Classification | CodeCode Available | 1 |
