SOTAVerified

Semantic Segmentation

Papers

Showing 481490 of 14763 papers

TitleStatusHype
DFormerv2: Geometry Self-Attention for RGBD Semantic SegmentationCode3
Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal PromptingCode2
Balancing Robustness and Efficiency in Embedded DNNs Through Activation Function Selection0
BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance SegmentationCode0
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation0
UCS: A Universal Model for Curvilinear Structure Segmentation0
Performance Analysis of Deep Learning Models for Femur Segmentation in MRI Scan0
View2CAD: Reconstructing View-Centric CAD Models from Single RGB-D Scans0
Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic SegmentationCode2
Multi-encoder nnU-Net outperforms Transformer models with self-supervised pretraining0
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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