| MambaIRv2: Attentive State Space Restoration | Nov 22, 2024 | Computational EfficiencyImage Restoration | CodeCode Available | 5 | 5 |
| VideoMamba: State Space Model for Efficient Video Understanding | Mar 11, 2024 | Action ClassificationMamba | CodeCode Available | 5 | 5 |
| MambaIR: A Simple Baseline for Image Restoration with State-Space Model | Feb 23, 2024 | Image RestorationImage Super-Resolution | CodeCode Available | 5 | 5 |
| Jamba-1.5: Hybrid Transformer-Mamba Models at Scale | Aug 22, 2024 | ChatbotInstruction Following | CodeCode Available | 5 | 5 |
| SCBench: A KV Cache-Centric Analysis of Long-Context Methods | Dec 13, 2024 | MambaQuantization | CodeCode Available | 5 | 5 |
| PointMamba: A Simple State Space Model for Point Cloud Analysis | Feb 16, 2024 | GPUMamba | CodeCode Available | 4 | 5 |
| Mamba YOLO: A Simple Baseline for Object Detection with State Space Model | Jun 9, 2024 | GPUMamba | CodeCode Available | 4 | 5 |
| MedMamba: Vision Mamba for Medical Image Classification | Mar 6, 2024 | Classificationimage-classification | CodeCode Available | 4 | 5 |
| Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling | Jun 11, 2024 | 4kLanguage Modeling | CodeCode Available | 4 | 5 |
| A Survey on Visual Mamba | Apr 24, 2024 | Image RegistrationImage Restoration | CodeCode Available | 4 | 5 |
