| YOLOv10: Real-Time End-to-End Object Detection | May 23, 2024 | 2D Object DetectionData Augmentation | CodeCode Available | 11 |
| DETRs Beat YOLOs on Real-time Object Detection | Apr 17, 2023 | 2D Object DetectionDecoder | CodeCode Available | 8 |
| YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors | Jul 6, 2022 | 2D Object DetectionGPU | CodeCode Available | 7 |
| SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection | Mar 11, 2024 | 2D Object Detection2k | CodeCode Available | 4 |
| InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions | Nov 10, 2022 | 2D Object DetectionClassification | CodeCode Available | 4 |
| GLIPv2: Unifying Localization and Vision-Language Understanding | Jun 12, 2022 | 2D Object DetectionContrastive Learning | CodeCode Available | 4 |
| VisionReasoner: Unified Visual Perception and Reasoning via Reinforcement Learning | May 17, 2025 | 2D Object DetectionObject Counting | CodeCode Available | 4 |
| PP-YOLOE: An evolved version of YOLO | Mar 30, 2022 | 2D Object DetectionDense Object Detection | CodeCode Available | 4 |
| Wavelet Convolutions for Large Receptive Fields | Jul 8, 2024 | 2D Object Detection2D Semantic Segmentation | CodeCode Available | 4 |
| DenoDet: Attention as Deformable Multi-Subspace Feature Denoising for Target Detection in SAR Images | Jun 5, 2024 | 2D Object DetectionDenoising | CodeCode Available | 4 |
| OpenAgents: An Open Platform for Language Agents in the Wild | Oct 16, 2023 | 2D Object Detection | CodeCode Available | 4 |
| SARATR-X: Toward Building A Foundation Model for SAR Target Recognition | May 15, 2024 | 2D Object DetectionEarth Observation | CodeCode Available | 3 |
| Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement | Mar 24, 2024 | 2D Object DetectionComputational Efficiency | CodeCode Available | 3 |
| Relation DETR: Exploring Explicit Position Relation Prior for Object Detection | Jul 16, 2024 | 2D Object Detectionobject-detection | CodeCode Available | 3 |
| Distributional Generalization: A New Kind of Generalization | Sep 17, 2020 | 2D Object Detection | CodeCode Available | 3 |
| Deformable DETR: Deformable Transformers for End-to-End Object Detection | Oct 8, 2020 | 2D Object DetectionObject Detection | CodeCode Available | 3 |
| Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception Challenge | Jul 27, 2021 | 2D Object DetectionAutonomous Driving | CodeCode Available | 3 |
| XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model | Jul 14, 2022 | 2D Human Pose Estimation2D Object Detection | CodeCode Available | 3 |
| Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling | Jan 9, 2023 | 2D Object DetectionContrastive Learning | CodeCode Available | 3 |
| Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation | Jun 4, 2024 | 2D Object Detection3D Instance Segmentation | CodeCode Available | 3 |
| Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection | Nov 19, 2023 | 2D Object DetectionDeepFake Detection | CodeCode Available | 3 |
| SCoralDet: Efficient real-time underwater soft coral detection with YOLO | Dec 16, 2024 | 2D Object Detectionobject-detection | CodeCode Available | 2 |
| Roboflow 100: A Rich, Multi-Domain Object Detection Benchmark | Nov 24, 2022 | 2D Object DetectionImage Retrieval | CodeCode Available | 2 |
| Sparse R-CNN: End-to-End Object Detection with Learnable Proposals | Nov 25, 2020 | 2D Object DetectionObject | CodeCode Available | 2 |
| 2nd Place Solution for Waymo Open Dataset Challenge -- Real-time 2D Object Detection | Jun 16, 2021 | 2D Object DetectionAutonomous Driving | CodeCode Available | 2 |
