SOTAVerified

2D Semantic Segmentation

Papers

Showing 21–30 of 79 papers

TitleStatusHype
Bidirectional Projection Network for Cross Dimension Scene UnderstandingCode1
Virtual Multi-view Fusion for 3D Semantic SegmentationCode1
SofGAN: A Portrait Image Generator with Dynamic StylingCode1
Building Disaster Damage Assessment in Satellite Imagery with Multi-Temporal FusionCode1
3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic SegmentationCode1
xBD: A Dataset for Assessing Building Damage from Satellite ImageryCode1
Unified Perceptual Parsing for Scene UnderstandingCode1
Rethinking Atrous Convolution for Semantic Image SegmentationCode1
Technical Report for ICRA 2025 GOOSE 2D Semantic Segmentation Challenge: Boosting Off-Road Segmentation via Photometric Distortion and Exponential Moving Average—0
Technical Report for ICRA 2025 GOOSE 2D Semantic Segmentation Challenge: Leveraging Color Shift Correction, RoPE-Swin Backbone, and Quantile-based Label Denoising Strategy for Robust Outdoor Scene Understanding—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
17x7 dense-morphological + ibf + sprbmIoU82.19—Unverified
25x5 dense-morphological + ibf + sprbmIoU81.92—Unverified
37x7 linear + ibf+sprbmIoU81.49—Unverified
47x7 linear-ratio + ibf + sprbmIoU81.35—Unverified
57x7 polynomial + ibf + sprbmIoU81.21—Unverified
63x3 universal-function + ibf + sprbmIoU81.08—Unverified
75x5 polynomial + ibf + sprbmIoU80.67—Unverified
85x5 universal-function + ibf + sprbmIoU80.63—Unverified
97x7 universal-function + ibf + sprbmIoU80.36—Unverified
103x3 dense-morphological + ibf + sprbmIoU80.29—Unverified
#ModelMetricClaimedVerifiedStatus
1Mask2Former (Swin-L)mIoU47.85—Unverified
2UPerNet (ConvNeXt-L)mIoU47.3—Unverified
3Mask2Former (ResNet-50)mIoU43.71—Unverified
4DeepLabv3 (ResNet-50)mIoU43.37—Unverified
5Segformer (MiT-B5)mIoU40.83—Unverified
#ModelMetricClaimedVerifiedStatus
1MambaBDA-BaseWeighted Average F1-score0.81—Unverified
2BDANetWeighted Average F1-score0.81—Unverified
3Double branch U-NetWeighted Average F1-score0.8—Unverified
4Double branch U-NetWeighted Average F1-score0.74—Unverified
5Baseline ModelWeighted Average F1-score0.27—Unverified
#ModelMetricClaimedVerifiedStatus
1SwiftnetMean IoU (class)77.9—Unverified
2DeeplabV3 + ResnetMean IoU (class)35.88—Unverified
#ModelMetricClaimedVerifiedStatus
1SERNet-FormermIoU84.62—Unverified
#ModelMetricClaimedVerifiedStatus
1UNetAverage IOU0.84—Unverified
#ModelMetricClaimedVerifiedStatus
1Modular U-Net (2D)Jaccard (Mean)87—Unverified
#ModelMetricClaimedVerifiedStatus
1Achelous-FV-RDF-S2mIoU79.6—Unverified
#ModelMetricClaimedVerifiedStatus
1SWRNetCategory mIoU0.79—Unverified