SOTAVerified

Semantic Segmentation

Papers

Showing 12311240 of 14763 papers

TitleStatusHype
DIOD: Self-Distillation Meets Object DiscoveryCode1
Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor SceneCode1
CamSAM2: Segment Anything Accurately in Camouflaged VideosCode1
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
Directional Connectivity-based Segmentation of Medical ImagesCode1
Discriminative Region Suppression for Weakly-Supervised Semantic SegmentationCode1
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networksCode1
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration ErrorCode1
DilateFormer: Multi-Scale Dilated Transformer for Visual RecognitionCode1
Dilated convolution with learnable spacingsCode1
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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