SOTAVerified

Semantic Segmentation

Papers

Showing 19811990 of 14763 papers

TitleStatusHype
DeepMIM: Deep Supervision for Masked Image ModelingCode1
SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance SegmentationCode1
DynaMask: Dynamic Mask Selection for Instance SegmentationCode1
Three Guidelines You Should Know for Universally Slimmable Self-Supervised LearningCode1
SCPNet: Semantic Scene Completion on Point CloudCode1
Efficient Semantic Segmentation by Altering Resolutions for Compressed VideosCode1
MP-Former: Mask-Piloted Transformer for Image SegmentationCode1
Amodal Intra-class Instance Segmentation: Synthetic Datasets and BenchmarkCode1
Iterative Few-shot Semantic Segmentation from Image Label TextCode1
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous DrivingCode1
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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