SOTAVerified

Semantic Segmentation

Papers

Showing 33913400 of 14763 papers

TitleStatusHype
Efficient Medical Image Segmentation Based on Knowledge DistillationCode1
Directional Deep Embedding and Appearance Learning for Fast Video Object SegmentationCode1
Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and GrounderCode1
RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image RecognitionCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual TasksCode1
Efficient Inference in Fully Connected CRFs with Gaussian Edge PotentialsCode1
Representation Similarity Analysis for Efficient Task taxonomy & Transfer LearningCode1
Decoupling Classifier for Boosting Few-shot Object Detection and Instance SegmentationCode1
Deep ContourFlow: Advancing Active Contours with Deep LearningCode1
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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