OpenCodePapers

semantic-segmentation-on-eventscape

Semantic Segmentation
Results over time
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Leaderboard
PaperCodemIoUModelNameReleaseDate
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers✓ Link64.28CMX (B4)2022-03-09
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers✓ Link61.90CMX (B2)2022-03-09
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers✓ Link59.86SegFormer-B42021-05-31
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers✓ Link58.69SegFormer-B22021-05-31
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation✓ Link53.94SA-Gate2020-07-17
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation✓ Link53.65DeepLabV3+2018-02-07
Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World✓ Link51.86Trans4Trans2021-07-07
CGNet: A Light-weight Context Guided Network for Semantic Segmentation✓ Link44.75CGNet2018-11-20
Fast-SCNN: Fast Semantic Segmentation Network✓ Link44.27Fast-SCNN2019-02-12
ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data✓ Link43.61ISSAFE2020-08-20
Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving Images✓ Link41.34RFNet2020-02-24
In Defense of Pre-trained ImageNet Architectures for Real-time Semantic Segmentation of Road-driving Images✓ Link36.67SwiftNet2019-03-20