dvlab-research / LSDBenchLinks
A benchmark that focuses on the sampling dilemma in long-video tasks. Through well-designed tasks, it evaluates the sampling efficiency of long-video VLMs. (ICCV2025)
☆19Updated 3 weeks ago
Alternatives and similar repositories for LSDBench
Users that are interested in LSDBench are comparing it to the libraries listed below
Sorting:
- [ICLR'25] Reconstructive Visual Instruction Tuning☆105Updated 4 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆111Updated last month
- Official repo for "Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge" ICLR2025☆69Updated 5 months ago
- [CVPR 2025] OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?☆80Updated last month
- Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning☆109Updated last week
- ☆21Updated 7 months ago
- ☆87Updated 2 months ago
- The code repository of UniRL☆38Updated 3 months ago
- TStar is a unified temporal search framework for long-form video question answering☆61Updated last week
- The official repository for ACL2025 paper "PruneVid: Visual Token Pruning for Efficient Video Large Language Models".☆53Updated 3 months ago
- Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency☆49Updated 2 months ago
- Official PyTorch Code of ReKV (ICLR'25)☆42Updated 5 months ago
- TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation☆190Updated 2 weeks ago
- SpaceR: The first MLLM empowered by SG-RLVR for video spatial reasoning☆76Updated last month
- [CVPR2025] BOLT: Boost Large Vision-Language Model Without Training for Long-form Video Understanding☆28Updated 5 months ago
- [arXiv: 2502.05178] QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation☆83Updated 6 months ago
- ☆38Updated last month
- Official repository of DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models☆86Updated 11 months ago
- Empowering Unified MLLM with Multi-granular Visual Generation☆130Updated 7 months ago
- Official Repository of paper: Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing☆87Updated this week
- Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?☆68Updated last month
- [CVPR 2025] Official PyTorch Implementation of GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmenta…☆49Updated 2 months ago
- ACL'24 (Oral) Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback☆73Updated 11 months ago
- [NeurlPS 2024] One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos☆132Updated 8 months ago
- Uni-CoT: Towards Unified Chain-of-Thought Reasoning Across Text and Vision☆96Updated 3 weeks ago
- VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning☆32Updated last month
- ICML2025☆54Updated this week
- [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)☆30Updated 3 months ago
- ☆26Updated 4 months ago
- [AAAI 2025] Grounded Multi-Hop VideoQA in Long-Form Egocentric Videos☆26Updated 3 months ago