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Semantic Segmentation

Papers

Showing 37513775 of 14763 papers

TitleStatusHype
MoPA: Multi-Modal Prior Aided Domain Adaptation for 3D Semantic SegmentationCode1
Mask Based Unsupervised Content TransferCode1
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic ParsingCode1
2D Semantic-Guided Semantic Scene CompletionCode1
Differentiable Soft-Masked AttentionCode1
Mask-conditioned latent diffusion for generating gastrointestinal polyp imagesCode1
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against ThresholdsCode1
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic SegmentationCode1
DIDFuse: Deep Image Decomposition for Infrared and Visible Image FusionCode1
DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context ExchangeCode1
Vector Quantized Bayesian Neural Network Inference for Data StreamsCode1
Masked Based Unsupervised Content TransferCode1
Motion2Language, unsupervised learning of synchronized semantic motion segmentationCode1
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time AdaptationCode1
DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature EnhancementCode1
Masked Frequency Modeling for Self-Supervised Visual Pre-TrainingCode1
Masked Supervised Learning for Semantic SegmentationCode1
Masked Image Modeling with Denoising ContrastCode1
DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image SegmentationCode1
TIVE: A Toolbox for Identifying Video Instance Segmentation ErrorsCode1
A Multi-task Framework for Infrared Small Target Detection and SegmentationCode1
Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic SegmentationCode1
Dense Unsupervised Learning for Video SegmentationCode1
Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-ResolutionCode1
BPKD: Boundary Privileged Knowledge Distillation For Semantic SegmentationCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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