| MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales | Oct 20, 2018 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 3 | 5 |
| ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders | Jan 2, 2023 | Object DetectionRepresentation Learning | CodeCode Available | 3 | 5 |
| Multiple Object Tracking as ID Prediction | Mar 25, 2024 | Multi-Object TrackingMultiple Object Tracking | CodeCode Available | 3 | 5 |
| Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation | Jun 4, 2024 | 2D Object Detection3D Instance Segmentation | CodeCode Available | 3 | 5 |
| MaxViT: Multi-Axis Vision Transformer | Apr 4, 2022 | image-classificationImage Classification | CodeCode Available | 3 | 5 |
| Rethinking the Evaluation of Visible and Infrared Image Fusion | Oct 9, 2024 | object-detectionObject Detection | CodeCode Available | 3 | 5 |
| A Comparative Analysis of Object Detection Metrics with a Companion Open-Source Toolkit | Jan 25, 2021 | Objectobject-detection | CodeCode Available | 3 | 5 |
| Cross Modal Transformer: Towards Fast and Robust 3D Object Detection | Jan 3, 2023 | 3D Object Detectionobject-detection | CodeCode Available | 3 | 5 |
| Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection | Dec 5, 2019 | Objectobject-detection | CodeCode Available | 3 | 5 |
| Cut and Learn for Unsupervised Object Detection and Instance Segmentation | Jan 26, 2023 | Instance Segmentationobject-detection | CodeCode Available | 3 | 5 |
| OrionBench: A Benchmark for Chart and Human-Recognizable Object Detection in Infographics | May 23, 2025 | Chart Understandingobject-detection | CodeCode Available | 3 | 5 |
| Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community | Aug 17, 2024 | Novel ConceptsObject | CodeCode Available | 3 | 5 |
| LION: Linear Group RNN for 3D Object Detection in Point Clouds | Jul 25, 2024 | 3D Object DetectionLong-range modeling | CodeCode Available | 3 | 5 |
| 5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks | Aug 15, 2024 | image-classificationImage Classification | CodeCode Available | 3 | 5 |
| Leveraging Vision-Centric Multi-Modal Expertise for 3D Object Detection | Oct 24, 2023 | 3D Object Detectionobject-detection | CodeCode Available | 3 | 5 |
| State Space Models for Event Cameras | Feb 23, 2024 | Event-based visionObject Detection | CodeCode Available | 3 | 5 |
| Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection | Jul 30, 2024 | object-detectionObject Detection | CodeCode Available | 3 | 5 |
| DeepInteraction++: Multi-Modality Interaction for Autonomous Driving | Aug 9, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 3 | 5 |
| How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection | Aug 25, 2023 | Object Detection | CodeCode Available | 3 | 5 |
| Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation | Aug 9, 2024 | object-detectionObject Detection | CodeCode Available | 3 | 5 |
| Deformable DETR: Deformable Transformers for End-to-End Object Detection | Oct 8, 2020 | 2D Object DetectionObject Detection | CodeCode Available | 3 | 5 |
| IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection | Mar 22, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 3 | 5 |
| MagicDrive: Street View Generation with Diverse 3D Geometry Control | Oct 4, 2023 | 3D geometry3D Object Detection | CodeCode Available | 3 | 5 |
| OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective Fusion | Jul 10, 2024 | Object DetectionZero-Shot Object Detection | CodeCode Available | 3 | 5 |
| General Object Foundation Model for Images and Videos at Scale | Dec 14, 2023 | Instance SegmentationLong-tail Video Object Segmentation | CodeCode Available | 3 | 5 |
