SOTAVerified

Zero Shot Segmentation

Papers

Showing 1120 of 134 papers

TitleStatusHype
3DGS-CD: 3D Gaussian Splatting-based Change Detection for Physical Object RearrangementCode2
Interpreting and Editing Vision-Language Representations to Mitigate HallucinationsCode2
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image SegmentationCode2
VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentationCode2
DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized CutCode2
Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image SegmentationCode2
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image SegmentationCode2
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion ModelsCode2
Hierarchical Open-vocabulary Universal Image SegmentationCode2
Show:102550
← PrevPage 2 of 14Next →

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