SOTAVerified

Zero Shot Segmentation

Papers

Showing 1120 of 134 papers

TitleStatusHype
3DGS-CD: 3D Gaussian Splatting-based Change Detection for Physical Object RearrangementCode2
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image SegmentationCode2
Side Adapter Network for Open-Vocabulary Semantic SegmentationCode2
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion ModelsCode2
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion ModelsCode2
Language-driven Semantic SegmentationCode2
CellViT++: Energy-Efficient and Adaptive Cell Segmentation and Classification Using Foundation ModelsCode2
Interpreting and Editing Vision-Language Representations to Mitigate HallucinationsCode2
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
Hierarchical Open-vocabulary Universal Image SegmentationCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Grounded HQ-SAMMean AP49.6Unverified
2Grounded-SAMMean AP46Unverified
3UNINEXTMean AP42.1Unverified
4HIPIEMean AP41.6Unverified
5SANMean AP41.4Unverified
6odiseMean AP38.7Unverified
7OpenSEEDMean AP36.1Unverified
8OpenSDMean AP35.8Unverified
9SGinW_Team (X-Decoder-L)Mean AP32.2Unverified
10SGinW_Team (X-Decoder-B)Mean AP27.7Unverified
#ModelMetricClaimedVerifiedStatus
1COSMOS ViT-B/16mIoU17.7Unverified
2GEM (MetaCLIP)mIoU17.1Unverified
3GEM (CLIP)mIoU15.7Unverified
4CLIPSurgerymIoU12.9Unverified
5MaskCLIPmIoU10.2Unverified