SOTAVerified

Semantic Segmentation

Papers

Showing 30813090 of 14763 papers

TitleStatusHype
Augmentation for small object detectionCode1
Gauge Equivariant Convolutional Networks and the Icosahedral CNNCode1
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic SegmentationCode1
GazeSAM: What You See is What You SegmentCode1
Crack Detection as a Weakly-Supervised Problem: Towards Achieving Less Annotation-Intensive Crack DetectorsCode1
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial ImagesCode1
CrackSegDiff: Diffusion Probability Model-based Multi-modal Crack SegmentationCode1
Crack Segmentation for Low-Resolution Images using Joint Learning with Super-ResolutionCode1
DC-SAM: In-Context Segment Anything in Images and Videos via Dual ConsistencyCode1
Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic SegmentationCode1
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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