SOTAVerified

Semantic Segmentation

Papers

Showing 37213730 of 14763 papers

TitleStatusHype
EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural NetworkCode1
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set RecognitionCode1
BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point CloudsCode1
On the Connection between Local Attention and Dynamic Depth-wise ConvolutionCode1
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental LearningCode1
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic SegmentationCode1
DenoiseRep: Denoising Model for Representation LearningCode1
Stan: Small tumor-aware network for breast ultrasound image segmentationCode1
Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracyCode1
EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention FusionCode1
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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