SOTAVerified

Semantic Segmentation

Papers

Showing 28712880 of 14763 papers

TitleStatusHype
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image SegmentationCode1
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation0
Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL0
Adaptive Patching for High-resolution Image Segmentation with Transformers0
Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation0
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image SegmentationCode2
SEVD: Synthetic Event-based Vision Dataset for Ego and Fixed Traffic PerceptionCode1
Structured Model Pruning for Efficient Inference in Computational Pathology0
LLM-Seg: Bridging Image Segmentation and Large Language Model ReasoningCode2
Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning0
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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