SOTAVerified

Semantic Segmentation

Papers

Showing 22412250 of 14763 papers

TitleStatusHype
Part2Object: Hierarchical Unsupervised 3D Instance SegmentationCode1
HSFusion: A high-level vision task-driven infrared and visible image fusion network via semantic and geometric domain transformation0
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation ModelsCode1
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-LabelsCode0
Shape2Scene: 3D Scene Representation Learning Through Pre-training on Shape DataCode0
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR SegmentationCode1
SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation0
Visual Prompt Selection for In-Context Learning SegmentationCode1
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language GuidanceCode1
TASeg: Temporal Aggregation Network for LiDAR 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