SOTAVerified

Semantic Segmentation

Papers

Showing 85518575 of 14763 papers

TitleStatusHype
The Fast and Accurate Approach to Detection and Segmentation of Melanoma Skin Cancer using Fine-tuned Yolov3 and SegNet Based on Deep Transfer Learning0
OASIS: One-pass aligned Atlas Set for Image Segmentation0
Mining of Single-Class by Active Learning for Semantic Segmentation0
OAFormer: Learning Occlusion Distinguishable Feature for Amodal Instance Segmentation0
OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation0
The GIST and RIST of Iterative Self-Training for Semi-Supervised Segmentation0
The GrassClover Image Dataset for Semantic and Hierarchical Species Understanding in Agriculture0
O2V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation0
The Impact Label Noise and Choice of Threshold has on Cross-Entropy and Soft-Dice in Image Segmentation0
The Worrisome Impact of an Inter-rater Bias on Neural Network Training0
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation0
Weight Rescaling: Effective and Robust Regularization for Deep Neural Networks with Batch Normalization0
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM0
The Instance-centric Transformer for the RVOS Track of LSVOS Challenge: 3rd Place Solution0
The iterative convolution-thresholding method (ICTM) for image segmentation0
NVSMask3D: Hard Visual Prompting with Camera Pose Interpolation for 3D Open Vocabulary Instance Segmentation0
Weakly Supervised Multi-Object Tracking and Segmentation0
NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts0
The Last Mile to Supervised Performance: Semi-Supervised Domain Adaptation for Semantic Segmentation0
NUMSnet: Nested-U Multi-class Segmentation network for 3D Medical Image Stacks0
Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation0
The Linear Attention Resurrection in Vision Transformer0
NudgeSeg: Zero-Shot Object Segmentation by Repeated Physical Interaction0
NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation0
MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation0
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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