SOTAVerified

Semantic Segmentation

Papers

Showing 35913600 of 14763 papers

TitleStatusHype
MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic SegmentationCode1
Deeply supervised salient object detection with short connectionsCode1
Learning the Pareto Front with HypernetworksCode1
L2B: Learning to Bootstrap Robust Models for Combating Label NoiseCode1
Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query EmbeddingCode1
DeepMIM: Deep Supervision for Masked Image ModelingCode1
SODAR: Segmenting Objects by DynamicallyAggregating Neighboring Mask RepresentationsCode1
Bridge the Points: Graph-based Few-shot Segment Anything SemanticallyCode1
Adaptive Superpixel for Active Learning in Semantic SegmentationCode1
DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context ExchangeCode1
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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