SOTAVerified

Semantic Segmentation

Papers

Showing 32763300 of 14763 papers

TitleStatusHype
Pointly-Supervised Instance SegmentationCode1
All you need are a few pixels: semantic segmentation with PixelPickCode1
Crossover Learning for Fast Online Video Instance SegmentationCode1
Co-Scale Conv-Attentional Image TransformersCode1
DropLoss for Long-Tail Instance SegmentationCode1
Common Limitations of Image Processing Metrics: A Picture StoryCode1
Visiting the Invisible: Layer-by-Layer Completed Scene DecompositionCode1
Predicting Pedestrian Crossing Intention with Feature Fusion and Spatio-Temporal AttentionCode1
Look Closer to Segment Better: Boundary Patch Refinement for Instance SegmentationCode1
An MRF-UNet Product of Experts for Image SegmentationCode1
Spatially Varying Label Smoothing: Capturing Uncertainty from Expert AnnotationsCode1
SQN: Weakly-Supervised Semantic Segmentation of Large-Scale 3D Point CloudsCode1
Location-Sensitive Visual Recognition with Cross-IOU LossCode1
Bootstrapping Semantic Segmentation with Regional ContrastCode1
Context-self contrastive pretraining for crop type semantic segmentationCode1
Progressive Semantic SegmentationCode1
Contour Proposal Networks for Biomedical Instance SegmentationCode1
3D-to-2D Distillation for Indoor Scene ParsingCode1
Weakly supervised segmentation with cross-modality equivariant constraintsCode1
InverseForm: A Loss Function for Structured Boundary-Aware SegmentationCode1
One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic SegmentationCode1
Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance SegmentationCode1
Robust Trust Region for Weakly Supervised SegmentationCode1
Hierarchical Image Peeling: A Flexible Scale-space Filtering FrameworkCode1
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised 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
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