SOTAVerified

Semantic Segmentation

Papers

Showing 77767800 of 14763 papers

TitleStatusHype
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks0
Human Instance Segmentation and Tracking via Data Association and Single-stage Detector0
ReSTR: Convolution-free Referring Image Segmentation Using Transformers0
Tooth Instance Segmentation on Panoramic Dental Radiographs Using U-Nets and Morphological ProcessingCode1
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training0
Learning Instance-Specific Adaptation for Cross-Domain Segmentation0
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving DataCode2
L^3U-net: Low-Latency Lightweight U-net Based Image Segmentation Model for Parallel CNN Processors0
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object DetectionCode2
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against ThresholdsCode1
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation0
On the Road to Online Adaptation for Semantic Image SegmentationCode1
Texture based Prototypical Network for Few-Shot Semantic Segmentation of Forest Cover: Generalizing for Different Geographical Regions0
OdontoAI: A human-in-the-loop labeled data set and an online platform to boost research on dental panoramic radiographs0
Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene SegmentationCode2
Target and Task specific Source-Free Domain Adaptive Image SegmentationCode1
mc-BEiT: Multi-choice Discretization for Image BERT Pre-trainingCode1
Self-Supervised Image Representation Learning with Geometric Set Consistency0
Self-Supervised Leaf Segmentation under Complex Lighting ConditionsCode1
SimT: Handling Open-set Noise for Domain Adaptive Semantic SegmentationCode1
CHEX: CHannel EXploration for CNN Model CompressionCode1
Abstract Flow for Temporal Semantic Segmentation on the Permutohedral LatticeCode1
In-N-Out Generative Learning for Dense Unsupervised Video SegmentationCode1
Harmonizing Pathological and Normal Pixels for Pseudo-healthy SynthesisCode1
Eigencontours: Novel Contour Descriptors Based on Low-Rank ApproximationCode1
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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