SOTAVerified

Semantic Segmentation

Papers

Showing 32713280 of 14763 papers

TitleStatusHype
ConSept: Continual Semantic Segmentation via Adapter-based Vision TransformerCode0
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei ImagesCode2
Placing Objects in Context via Inpainting for Out-of-distribution SegmentationCode1
SPINEPS -- Automatic Whole Spine Segmentation of T2-weighted MR images using a Two-Phase Approach to Multi-class Semantic and Instance SegmentationCode2
Outline-Guided Object Inpainting with Diffusion Models0
Enhancement of 3D Camera Synthetic Training Data with Noise Models0
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation0
Efficient 3D affinely equivariant CNNs with adaptive fusion of augmented spherical Fourier-Bessel basesCode0
BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAMCode1
Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified