SOTAVerified

Zero Shot Segmentation

Papers

Showing 91100 of 134 papers

TitleStatusHype
Interpreting the Second-Order Effects of Neurons in CLIP0
SimSAM: Zero-shot Medical Image Segmentation via Simulated InteractionCode0
Open-Vocabulary SAM3D: Towards Training-free Open-Vocabulary 3D Scene Understanding0
SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model0
Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery0
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies0
Gaga: Group Any Gaussians via 3D-aware Memory Bank0
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation0
Quantifying uncertainty in lung cancer segmentation with foundation models applied to mixed-domain datasets0
Multi-Grained Cross-modal Alignment for Learning Open-vocabulary Semantic Segmentation from Text Supervision0
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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