SOTAVerified

Semantic Segmentation

Papers

Showing 96019650 of 14763 papers

TitleStatusHype
Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection0
Not Every Tree Is a Forest: Benchmarking Forest Types from Satellite Remote Sensing0
No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse Weather0
Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation0
Not Using the Car to See the Sidewalk -- Quantifying and Controlling the Effects of Context in Classification and Segmentation0
Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM20
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering0
Novel class discovery meets foundation models for 3D semantic segmentation0
NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation0
NPSim: Nighttime Photorealistic Simulation From Daytime Images With Monocular Inverse Rendering and Ray Tracing0
NSM4D: Neural Scene Model Based Online 4D Point Cloud Sequence Understanding0
Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework0
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review0
Nuclei Instance Segmentation of Cryosectioned H&E Stained Histological Images using Triple U-Net Architecture0
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation0
Nuclei Segmentation In Microscope Cell Images: A Hand-Segmented Dataset And Comparison Of Algorithms0
NuClick: From Clicks in the Nuclei to Nuclear Boundaries0
NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation0
NudgeSeg: Zero-Shot Object Segmentation by Repeated Physical Interaction0
Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation0
NUMSnet: Nested-U Multi-class Segmentation network for 3D Medical Image Stacks0
NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts0
NVSMask3D: Hard Visual Prompting with Camera Pose Interpolation for 3D Open Vocabulary Instance Segmentation0
O2V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation0
OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation0
OAFormer: Learning Occlusion Distinguishable Feature for Amodal Instance Segmentation0
OASIS: One-pass aligned Atlas Set for Image Segmentation0
Object-ABN: Learning to Generate Sharp Attention Maps for Action Recognition0
Object as Distribution0
ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation0
Object-Based Augmentation Improves Quality of Remote Sensing Semantic Segmentation0
Object-Based Image Coding: A Learning-Driven Revisit0
Object Boundary Guided Semantic Segmentation0
Object-Centric Action-Enhanced Representations for Robot Visuo-Motor Policy Learning0
Object-Centric Diffusion for Efficient Video Editing0
Robust 3D Shape Reconstruction in Zero-Shot from a Single Image in the Wild0
Object Class Aware Video Anomaly Detection through Image Translation0
Object cosegmentation using deep Siamese network0
Object Detection Free Instance Segmentation With Labeling Transformations0
Object Detection, Tracking, and Motion Segmentation for Object-level Video Segmentation0
Object Discovery via Cohesion Measurement0
Object-Focused Data Selection for Dense Prediction Tasks0
Self-Supervised Object Goal Navigation with In-Situ Finetuning0
Object-Guided Instance Segmentation for Biological Images0
Object Learning and Robust 3D Reconstruction0
ObjectMix: Data Augmentation by Copy-Pasting Objects in Videos for Action Recognition0
Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach0
Objects365: A Large-Scale, High-Quality Dataset for Object Detection0
Object Segmentation-Assisted Inter Prediction for Versatile Video Coding0
Object Segmentation from Open-Vocabulary Manipulation Instructions Based on Optimal Transport Polygon Matching with Multimodal Foundation Models0
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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