| 1st Place Solution for PSG competition with ECCV'22 SenseHuman Workshop | Feb 6, 2023 | Multi-class ClassificationPanoptic Segmentation | CodeCode Available | 2 |
| Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation | Sep 24, 2024 | DiversityInstance Segmentation | CodeCode Available | 2 |
| FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation | Mar 15, 2023 | DecoderInstance Segmentation | CodeCode Available | 2 |
| FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action Segmentation | Jan 1, 2024 | Action SegmentationSegmentation | CodeCode Available | 2 |
| FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation | Dec 12, 2024 | Cross-Domain Few-ShotDomain Generalization | CodeCode Available | 2 |
| Fast Online Object Tracking and Segmentation: A Unifying Approach | Dec 12, 2018 | ObjectObject Tracking | CodeCode Available | 2 |
| Find Any Part in 3D | Nov 20, 2024 | 3D Part SegmentationDiversity | CodeCode Available | 2 |
| EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation | Sep 26, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| 3DTeethSeg'22: 3D Teeth Scan Segmentation and Labeling Challenge | May 29, 2023 | AnatomySegmentation | CodeCode Available | 2 |
| ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation | Jul 19, 2024 | DecoderImage Segmentation | CodeCode Available | 2 |
| AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation | Mar 29, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Efficient Video Object Segmentation via Modulated Cross-Attention Memory | Mar 26, 2024 | GPUObject | CodeCode Available | 2 |
| FastSurfer-HypVINN: Automated sub-segmentation of the hypothalamus and adjacent structures on high-resolutional brain MRI | Aug 24, 2023 | GPUSegmentation | CodeCode Available | 2 |
| UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery | Sep 18, 2021 | Change DetectionDecoder | CodeCode Available | 2 |
| FEC: Fast Euclidean Clustering for Point Cloud Segmentation | Aug 16, 2022 | ClusteringInstance Segmentation | CodeCode Available | 2 |
| ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning | Mar 29, 2024 | Continual LearningContinual Panoptic Segmentation | CodeCode Available | 2 |
| Focal Modulation Networks | Mar 22, 2022 | image-classificationImage Classification | CodeCode Available | 2 |
| Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train | Jun 29, 2023 | SegmentationTransfer Learning | CodeCode Available | 2 |
| FreeSOLO: Learning to Segment Objects without Annotations | Feb 24, 2022 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation | Jul 15, 2025 | Image SegmentationSegmentation | CodeCode Available | 2 |
| Aligning and Prompting Everything All at Once for Universal Visual Perception | Dec 4, 2023 | AllObject | CodeCode Available | 2 |
| Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation | Jun 17, 2024 | DecoderSegmentation | CodeCode Available | 2 |
| RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuning | Sep 6, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Ambiguous Medical Image Segmentation using Diffusion Models | Apr 10, 2023 | DiagnosticDiversity | CodeCode Available | 2 |
| EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation | Mar 3, 2024 | ObjectRepresentation Learning | CodeCode Available | 2 |
