OpenCodePapers

semantic-segmentation-on-dsec

Semantic Segmentation
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodemIoUModelNameReleaseDate
Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing✓ Link76.80Evita-Large2026-07-10
Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing✓ Link76.08Evita-Base2026-07-10
MambaSeg: Harnessing Mamba for Accurate and Efficient Image-Event Semantic Segmentation75.10MambaSeg2025-12-30
Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing✓ Link75.07Evita-Small2026-07-10
Rethinking RGB-Event Semantic Segmentation with a Novel Bidirectional Motion-enhanced Event Representation✓ Link74.94BRENet2025-05-02
EIFNet: Leveraging Event-Image Fusion for Robust Semantic Segmentation74.64EIFNet2025-07-29
Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing✓ Link73.90Evita-Tiny2026-07-10
Delivering Arbitrary-Modal Semantic Segmentation✓ Link72.54CMNeXt2023-03-02
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers✓ Link72.42CMX2022-03-09
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers✓ Link71.99SegFormer-B22021-05-31
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation✓ Link71.55SegNeXt-B2022-09-18
Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing✓ Link65.55Evita-Pico2026-07-10
Exploring Event-driven Dynamic Context for Accident Scene Segmentation✓ Link56.75EDCNet-S2D2021-12-09
REALM: An RGB- and Event-Aligned Latent Manifold for Cross-Modal Perception55.37REALM2026-04-30
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities52.43HALSIE2022-11-19
EV-SegNet: Semantic Segmentation for Event-based Cameras51.76EV-SegNet2018-11-29
ESS: Learning Event-based Semantic Segmentation from Still Images✓ Link51.57ESS2022-03-18
Check out how to contribute new results. Then edit this file on GitLab or GitHub.