SOTAVerified

Semantic Segmentation

Papers

Showing 32013210 of 14763 papers

TitleStatusHype
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration0
Frequency-Adaptive Dilated Convolution for Semantic SegmentationCode2
Generalized Correspondence Matching via Flexible Hierarchical Refinement and Patch Descriptor Distillation0
Attention-guided Feature Distillation for Semantic Segmentation0
FedFMS: Exploring Federated Foundation Models for Medical Image SegmentationCode2
Embedded Deployment of Semantic Segmentation in Medicine through Low-Resolution Inputs0
LVIC: Multi-modality segmentation by Lifting Visual Info as Cue0
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image SegmentationCode3
Depth-aware Test-Time Training for Zero-shot Video Object SegmentationCode1
SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt DenoisingCode0
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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