| A ConvNet for the 2020s | Jan 10, 2022 | ClassificationDomain Generalization | CodeCode Available | 5 | 5 |
| DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding | Nov 21, 2024 | Long-tailed Object DetectionObject | CodeCode Available | 5 | 5 |
| Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection | Mar 9, 2023 | DecoderObject Detection | CodeCode Available | 5 | 5 |
| YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications | Sep 7, 2022 | GPUObject Detection | CodeCode Available | 5 | 5 |
| GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector | May 30, 2022 | Co-Salient Object DetectionObject | CodeCode Available | 4 | 5 |
| Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement | Mar 9, 2025 | Domain GeneralizationObject Detection | CodeCode Available | 4 | 5 |
| FG-CLIP: Fine-Grained Visual and Textual Alignment | May 8, 2025 | Image-text Retrievalobject-detection | CodeCode Available | 4 | 5 |
| BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation | May 26, 2022 | 3D Multi-Object Tracking3D Object Detection | CodeCode Available | 4 | 5 |
| SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection | Mar 11, 2024 | 2D Object Detection2k | CodeCode Available | 4 | 5 |
| Strip R-CNN: Large Strip Convolution for Remote Sensing Object Detection | Jan 7, 2025 | Objectobject-detection | CodeCode Available | 4 | 5 |
| EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction | May 29, 2022 | Autonomous DrivingCPU | CodeCode Available | 4 | 5 |
| ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models | Apr 19, 2022 | FairnessFew-Shot Image Classification | CodeCode Available | 4 | 5 |
| RTMDet: An Empirical Study of Designing Real-Time Object Detectors | Dec 14, 2022 | GPUInstance Segmentation | CodeCode Available | 4 | 5 |
| DN-DETR: Accelerate DETR Training by Introducing Query DeNoising | Mar 2, 2022 | DecoderObject Detection | CodeCode Available | 4 | 5 |
| EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything | Dec 1, 2023 | Decoderimage-classification | CodeCode Available | 4 | 5 |
| RSAR: Restricted State Angle Resolver and Rotated SAR Benchmark | Jan 8, 2025 | object-detectionObject Detection | CodeCode Available | 4 | 5 |
| OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels | Feb 27, 2025 | Image ClassificationInstance Segmentation | CodeCode Available | 4 | 5 |
| DiffusionDet: Diffusion Model for Object Detection | Nov 17, 2022 | Denoisingmodel | CodeCode Available | 4 | 5 |
| Detectron2 Object Detection & Manipulating Images using Cartoonization | Aug 1, 2021 | Autonomous VehiclesData Visualization | CodeCode Available | 4 | 5 |
| OK-Robot: What Really Matters in Integrating Open-Knowledge Models for Robotics | Jan 22, 2024 | object-detectionObject Detection | CodeCode Available | 4 | 5 |
| Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN | May 27, 2022 | Image ClassificationInstance Segmentation | CodeCode Available | 4 | 5 |
| Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation | Jun 6, 2022 | Image SegmentationInstance Segmentation | CodeCode Available | 4 | 5 |
| Deep Residual Learning for Image Recognition | Dec 10, 2015 | Classification | CodeCode Available | 4 | 5 |
| DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection | Mar 7, 2022 | Object DetectionReal-Time Object Detection | CodeCode Available | 4 | 5 |
| Mamba YOLO: A Simple Baseline for Object Detection with State Space Model | Jun 9, 2024 | GPUMamba | CodeCode Available | 4 | 5 |
