SOTAVerified

Semantic Segmentation

Papers

Showing 24612470 of 14763 papers

TitleStatusHype
α-OCC: Uncertainty-Aware Camera-based 3D Semantic Occupancy Prediction0
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing ImageryCode5
Microscopy Image Dataset for Deep Learning-Based Quantitative Assessment of Pulmonary Vascular Changes0
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation0
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change DetectionCode0
GenMM: Geometrically and Temporally Consistent Multimodal Data Generation for Video and LiDAR0
MMVR: Millimeter-wave Multi-View Radar Dataset and Benchmark for Indoor PerceptionCode0
The BabyView dataset: High-resolution egocentric videos of infants' and young children's everyday experiences0
D-NPC: Dynamic Neural Point Clouds for Non-Rigid View Synthesis from Monocular Video0
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision TransformersCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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