SOTAVerified

Semantic Segmentation

Papers

Showing 33263350 of 14763 papers

TitleStatusHype
Evidential fully convolutional network for semantic segmentationCode1
Learning Versatile Neural Architectures by Propagating Network CodesCode1
Efficient Regional Memory Network for Video Object SegmentationCode1
Region Similarity Representation LearningCode1
Diverse Branch Block: Building a Convolution as an Inception-like UnitCode1
OFFSEG: A Semantic Segmentation Framework For Off-Road DrivingCode1
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayersCode1
Scaling Local Self-Attention for Parameter Efficient Visual BackbonesCode1
CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic SegmentationCode1
Video Class Agnostic Segmentation Benchmark for Autonomous DrivingCode1
Efficient Visual Pretraining with Contrastive DetectionCode1
A Location-Sensitive Local Prototype Network for Few-Shot Medical Image SegmentationCode1
3D Human Pose Estimation with Spatial and Temporal TransformersCode1
RangeDet:In Defense of Range View for LiDAR-based 3D Object DetectionCode1
Investigate Indistinguishable Points in Semantic Segmentation of 3D Point CloudCode1
SG-Net: Spatial Granularity Network for One-Stage Video Instance SegmentationCode1
LRGNet: Learnable Region Growing for Class-Agnostic Point Cloud SegmentationCode1
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance SegmentationCode1
Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic SegmentationCode1
Track to Detect and Segment: An Online Multi-Object TrackerCode1
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image SegmentationCode1
Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge DistillationCode1
Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image SegmentationCode1
Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware FusionCode1
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive FusionCode1
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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