PlusLabNLP / VISCOLinks
[CVPR 2025] VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning
☆14Updated 5 months ago
Alternatives and similar repositories for VISCO
Users that are interested in VISCO are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated 3 weeks ago
- ☆28Updated 9 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆133Updated 3 months ago
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆58Updated 5 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆97Updated 2 months ago
- ☆34Updated last year
- A Massive Multi-Discipline Lecture Understanding Benchmark☆30Updated 2 weeks ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆74Updated 4 months ago
- ☆45Updated 10 months ago
- Official repository of the video reasoning benchmark MMR-V. Can Your MLLMs "Think with Video"?☆36Updated 4 months ago
- A Self-Training Framework for Vision-Language Reasoning☆86Updated 9 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆50Updated 8 months ago
- Github repository for "Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas" (ICML 2025)☆53Updated 6 months ago
- [NeurIPS 2024] Official Repository of Multi-Object Hallucination in Vision-Language Models☆32Updated last year
- ☆99Updated 10 months ago
- Official implement of MIA-DPO☆67Updated 9 months ago
- [NeurIPS'25] ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding☆40Updated last month
- Official repository of DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models☆87Updated last year
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆75Updated last year
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆48Updated last year
- (ICLR 2025 Spotlight) Official code repository for Interleaved Scene Graph.☆31Updated 3 months ago
- Code for paper: Reinforced Vision Perception with Tools☆61Updated last month
- TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models☆37Updated last year
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.☆112Updated last year
- ✨✨The Curse of Multi-Modalities (CMM): Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio☆50Updated 4 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆93Updated 2 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆83Updated last year
- Imagine While Reasoning in Space: Multimodal Visualization-of-Thought (ICML 2025)☆58Updated 7 months ago
- [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)☆35Updated 6 months ago