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Semantic Segmentation

Papers

Showing 851875 of 14763 papers

TitleStatusHype
dacl10k: Benchmark for Semantic Bridge Damage SegmentationCode1
D2Det: Towards High Quality Object Detection and Instance SegmentationCode1
Boosting Semi-Supervised Semantic Segmentation with Probabilistic RepresentationsCode1
D3RM: A Discrete Denoising Diffusion Refinement Model for Piano TranscriptionCode1
DACS: Domain Adaptation via Cross-domain Mixed SamplingCode1
Boosting Semantic Human Matting with Coarse AnnotationsCode1
Active Pointly-Supervised Instance SegmentationCode1
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in VideosCode1
Active Negative Loss: A Robust Framework for Learning with Noisy LabelsCode1
Active Token MixerCode1
1st Place Solution for the 5th LSVOS Challenge: Video Instance SegmentationCode1
D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in VideosCode1
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image SegmentationCode1
BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving EnvironmentsCode1
BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAMCode1
Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic SegmentationCode1
blob loss: instance imbalance aware loss functions for semantic segmentationCode1
BlendMask: Top-Down Meets Bottom-Up for Instance SegmentationCode1
BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online PoliciesCode1
From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image SegmentationCode1
A Location-Sensitive Local Prototype Network for Few-Shot Medical Image SegmentationCode1
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance SegmentationCode1
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based PerceptionCode1
BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image SegmentationCode1
CV 3315 Is All You Need : Semantic Segmentation CompetitionCode1
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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