SOTAVerified

Semantic Segmentation

Papers

Showing 43264350 of 14763 papers

TitleStatusHype
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuliCode0
Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance SegmentationCode0
Object Instance Annotation With Deep Extreme Level Set EvolutionCode0
Detection and Localization of Drosophila Egg Chambers in Microscopy Images.Code0
Detecting the Unexpected via Image ResynthesisCode0
Object Detection via a Multi-Region and Semantic Segmentation-Aware CNN ModelCode0
Object detection via a multi-region & semantic segmentation-aware CNN modelCode0
Object Counting and Instance Segmentation with Image-level SupervisionCode0
Object Detection from Video Tubelets with Convolutional Neural NetworksCode0
Object discovery and representation networksCode0
Object-Oriented Material Classification and 3D Clustering for Improved Semantic Perception and Mapping in Mobile RobotsCode0
OMEGAS: Object Mesh Extraction from Large Scenes Guided by Gaussian SegmentationCode0
Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic SegmentationCode0
NUC-Net: Non-uniform Cylindrical Partition Network for Efficient LiDAR Semantic SegmentationCode0
Detecting Anomalies in Image Classification by Means of Semantic RelationshipsCode0
Detecting Adversarial Perturbations in Multi-Task PerceptionCode0
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization PathsCode0
BiCANet: Bi-directional Contextual Aggregating Network for Image Semantic SegmentationCode0
Detect Changes like Humans: Incorporating Semantic Priors for Improved Change DetectionCode0
NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World ModelsCode0
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image ProcessingCode0
No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale InteractionCode0
Normalization in Training U-Net for 2D Biomedical Semantic SegmentationCode0
Nonlinear Markov Random Fields Learned via BackpropagationCode0
Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer CascadeCode0
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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