SOTAVerified

Semantic Segmentation

Papers

Showing 33013325 of 14763 papers

TitleStatusHype
A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite ImageryCode1
Decomposing 3D Scenes into Objects via Unsupervised Volume SegmentationCode1
Linear Semantics in Generative Adversarial NetworksCode1
Anytime Dense Prediction with Confidence AdaptivityCode1
FAPIS: A Few-shot Anchor-free Part-based Instance SegmenterCode1
FANet: A Feedback Attention Network for Improved Biomedical Image SegmentationCode1
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain AdaptationCode1
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity PerspectiveCode1
Scale-aware Automatic Augmentation for Object DetectionCode1
Self-Guided and Cross-Guided Learning for Few-Shot SegmentationCode1
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in ClusteringCode1
Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionCode1
Is segmentation uncertainty useful?Code1
Multi-View Radar Semantic SegmentationCode1
Boundary IoU: Improving Object-Centric Image Segmentation EvaluationCode1
Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene SegmentationCode1
Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder TransformersCode1
Enhanced Boundary Learning for Glass-like Object SegmentationCode1
CateNorm: Categorical Normalization for Robust Medical Image SegmentationCode1
Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic SegmentationCode1
Bidirectional Projection Network for Cross Dimension Scene UnderstandingCode1
Multimodal Knowledge ExpansionCode1
Non-Salient Region Object Mining for Weakly Supervised Semantic SegmentationCode1
Sparse Object-level Supervision for Instance Segmentation with Pixel EmbeddingsCode1
Evidential fully convolutional network for semantic segmentationCode1
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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