SOTAVerified

Semantic Segmentation

Papers

Showing 22512260 of 14763 papers

TitleStatusHype
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation0
Enhancing Semantic Segmentation with Adaptive Focal Loss: A Novel Approach0
Uplifting Range-View-based 3D Semantic Segmentation in Real-Time with Multi-Sensor Fusion0
SPIN: Hierarchical Segmentation with Subpart Granularity in Natural Images0
Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays OffCode0
Open Vocabulary Multi-Label Video Classification0
Salt & Pepper Heatmaps: Diffusion-informed Landmark Detection Strategy0
WSESeg: Introducing a Dataset for the Segmentation of Winter Sports Equipment with a Baseline for Interactive SegmentationCode0
Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation0
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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