| General Object Foundation Model for Images and Videos at Scale | Dec 14, 2023 | Instance SegmentationLong-tail Video Object Segmentation | CodeCode Available | 3 |
| Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models | Mar 8, 2023 | Open Vocabulary Panoptic SegmentationOpen Vocabulary Semantic Segmentation | CodeCode Available | 2 |
| v-CLR: View-Consistent Learning for Open-World Instance Segmentation | Apr 2, 2025 | Instance SegmentationObject | CodeCode Available | 1 |
| Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise Affinity | Apr 12, 2022 | DiversityInstance Segmentation | CodeCode Available | 1 |
| SegPrompt: Boosting Open-world Segmentation via Category-level Prompt Learning | Aug 12, 2023 | Instance SegmentationOpen-World Instance Segmentation | CodeCode Available | 1 |
| ElC-OIS: Ellipsoidal Clustering for Open-World Instance Segmentation on LiDAR Data | Mar 8, 2023 | Autonomous NavigationClustering | CodeCode Available | 1 |
| Learning to Better Segment Objects from Unseen Classes with Unlabeled Videos | Apr 25, 2021 | Instance SegmentationObject | —Unverified | 0 |
| Learning to Detect Every Thing in an Open World | Dec 3, 2021 | Data AugmentationInstance Segmentation | —Unverified | 0 |
| Lifting by Gaussians: A Simple, Fast and Flexible Method for 3D Instance Segmentation | Jan 31, 2025 | 3DGS3D Instance Segmentation | —Unverified | 0 |
| Open-world Instance Segmentation: Top-down Learning with Bottom-up Supervision | Mar 9, 2023 | Instance SegmentationOpen-World Instance Segmentation | —Unverified | 0 |
