OpenCodePapers

semantic-segmentation-on-ddd17

Semantic Segmentation
Dataset Link
Results over time
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Leaderboard
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PaperCodemIoUModelNameReleaseDate
Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing✓ Link80.12Evita-Large2026-07-10
Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing✓ Link79.11Evita-Base2026-07-10
Rethinking RGB-Event Semantic Segmentation with a Novel Bidirectional Motion-enhanced Event Representation✓ Link78.56BRENet2025-05-02
Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing✓ Link78.56Evita-Small2026-07-10
MambaSeg: Harnessing Mamba for Accurate and Efficient Image-Event Semantic Segmentation77.56MambaSeg2025-12-30
EIFNet: Leveraging Event-Image Fusion for Robust Semantic Segmentation76.56EIFNet2025-07-29
Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing✓ Link74.84Evita-Nano2026-07-10
Delivering Arbitrary-Modal Semantic Segmentation✓ Link72.67CMNeXt2023-03-02
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers✓ Link71.88CMX2022-03-09
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation✓ Link71.46SegNeXt-B2022-09-18
Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing✓ Link71.26Evita-Pico2026-07-10
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers✓ Link71.05SegFormer-B22021-05-31
Exploring Event-driven Dynamic Context for Accident Scene Segmentation✓ Link61.99EDCNet-S2D2021-12-09
ESS: Learning Event-based Semantic Segmentation from Still Images✓ Link61.37ESS2022-03-18
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities60.66HALSIE2022-11-19
EV-SegNet: Semantic Segmentation for Event-based Cameras54.81EV-SegNet2018-11-29
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