SOTAVerified

Semantic Segmentation

Papers

Showing 1085110875 of 14763 papers

TitleStatusHype
Beyond Single Stage Encoder-Decoder Networks: Deep Decoders for Semantic Image Segmentation0
Self-similarity Student for Partial Label Histopathology Image Segmentation0
Towards Emergent Language Symbolic Semantic Segmentation and Model Interpretability0
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances0
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
Feature Pyramid Transformer0
Malleable 2.5D Convolution: Learning Receptive Fields along the Depth-axis for RGB-D Scene ParsingCode1
CASNet: Common Attribute Support Network for image instance and panoptic segmentation0
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic SegmentationCode1
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic SegmentationCode1
Edge-Preserving Guided Semantic Segmentation for VIPriors Challenge0
Boundary-preserving Mask R-CNNCode1
Anisotropic Mesh Adaptation for Image Segmentation Based on Mumford-Shah Functional0
GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild0
DACS: Domain Adaptation via Cross-domain Mixed SamplingCode1
Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation0
Superpixel-Guided Label Softening for Medical Image Segmentation0
MTP: Multi-Task Pruning for Efficient Semantic Segmentation Networks0
PerMO: Perceiving More at Once from a Single Image for Autonomous Driving0
Negative Pseudo Labeling using Class Proportion for Semantic Segmentation in Pathology0
RepPoints V2: Verification Meets Regression for Object DetectionCode1
Unseen Object Instance Segmentation for Robotic EnvironmentsCode1
U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images0
TrashCan: A Semantically-Segmented Dataset towards Visual Detection of Marine Debris0
Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds0
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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