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Semantic Segmentation

Papers

Showing 10511075 of 14763 papers

TitleStatusHype
MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture SynthesisCode1
ViLLa: Video Reasoning Segmentation with Large Language ModelCode1
FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder ArchitecturesCode1
FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty QuantificationCode1
Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracyCode1
Progressive Proxy Anchor Propagation for Unsupervised Semantic SegmentationCode1
Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud SegmentationCode1
The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image SegmentationCode1
OAM-TCD: A globally diverse dataset of high-resolution tree cover mapsCode1
Stepping Stones: A Progressive Training Strategy for Audio-Visual Semantic SegmentationCode1
SGIFormer: Semantic-guided and Geometric-enhanced Interleaving Transformer for 3D Instance SegmentationCode1
Mitigating Background Shift in Class-Incremental Semantic SegmentationCode1
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen RepresentationsCode1
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event CamerasCode1
Deep ContourFlow: Advancing Active Contours with Deep LearningCode1
Visual Prompt Selection for In-Context Learning SegmentationCode1
Part2Object: Hierarchical Unsupervised 3D Instance SegmentationCode1
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR SegmentationCode1
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation ModelsCode1
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language GuidanceCode1
TASeg: Temporal Aggregation Network for LiDAR Semantic SegmentationCode1
FANet: Feature Amplification Network for Semantic Segmentation in Cluttered BackgroundCode1
Textual Query-Driven Mask Transformer for Domain Generalized SegmentationCode1
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and ClassificationCode1
Explore the Potential of CLIP for Training-Free Open Vocabulary 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