SOTAVerified

Semantic Segmentation

Papers

Showing 12911300 of 14763 papers

TitleStatusHype
MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under UncertaintyCode1
Exploring Simple Open-Vocabulary Semantic SegmentationCode1
SFC: Shared Feature Calibration in Weakly Supervised Semantic SegmentationCode1
Semantic Prompt Learning for Weakly-Supervised Semantic SegmentationCode1
UniM-OV3D: Uni-Modality Open-Vocabulary 3D Scene Understanding with Fine-Grained Feature RepresentationCode1
Spatial Structure Constraints for Weakly Supervised Semantic SegmentationCode1
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation ModelsCode1
Instance Brownian Bridge as Texts for Open-vocabulary Video Instance SegmentationCode1
Question-Answer Cross Language Image Matching for Weakly Supervised Semantic SegmentationCode1
Trapped in texture bias? A large scale comparison of deep instance 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