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ResearchFormerly WizWand

Semantic Segmentation on DSEC-Semantic

69.65mIoUScaleEvent
43.057249.961156.86563.7689Mar 4, 2026
Updated 8mo ago

Evaluation results

MethodLinks
ScaleEventBackbone=ViT-L/16, Evaluation Protocol=Fully-Supervised2026.0369.6593.1
ScaleEventBackbone=ViT-B/16, Evaluation Protocol=Fully-Supervised2026.0364.9392
STPBackbone=Swin-T/7, Pre-training Strategy=Event Pretraining, Evaluation Protocol=Fully-Supervised, Present at=ICCV’252026.0362.05—
STPBackbone=ResNet-50, Pre-training Strategy=Event Pretraining, Evaluation Protocol=Fully-Supervised, Present at=ICCV’252026.0361.29—
ECDDPBackbone=Swin-T/7, Pre-training Strategy=Event Pretraining, Evaluation Protocol=Fully-Supervised, Present at=ECCV’242026.0361.25—
ScaleEventBackbone=ViT-S/16, Evaluation Protocol=Fully-Supervised2026.0361.1290.76
ECDPBackbone=ResNet-50, Pre-training Strategy=Event Pretraining, Evaluation Protocol=Fully-Supervised, Present at=ICCV’232026.0359.16—
KWYAFBackbone=MiT-B0, Pre-training Strategy=RGB initialization, Evaluation Protocol=Fully-Supervised, Present at=AAAI’252026.0357.7590.87
ESEGBackbone=MiT-B1, Pre-training Strategy=RGB initialization, Evaluation Protocol=Fully-Supervised, Present at=AAAI’252026.0357.5591.47
OpenESSBackbone=E2VID, Pre-training Strategy=Event Pretraining, Evaluation Protocol=Fully-Supervised, Present at=CVPR’242026.0357.2190.21
ECDDPBackbone=ViT-S/16, Pre-training Strategy=Event Pretraining, Evaluation Protocol=Fully-Supervised, Present at=ECCV’242026.0356.38—
FC-CLIPBackbone=CNeXt-L, Pre-training Strategy=RGB initialization, Evaluation Protocol=Fully-Supervised, Present at=NeurIPS’232026.0355.6789.97
MaskCLIPBackbone=ViT-B/16, Pre-training Strategy=RGB initialization, Evaluation Protocol=Fully-Supervised, Present at=ECCV’222026.0355.0189.81
OpenESSBackbone=ResNet-50, Pre-training Strategy=Event Pretraining, Evaluation Protocol=Fully-Supervised, Present at=CVPR’242026.0355.01—
HMNetBackbone=HMNet-L1, Pre-training Strategy=RGB initialization, Evaluation Protocol=Fully-Supervised, Present at=CVPR’232026.035589.8
ESS-SupBackbone=E2VID, Pre-training Strategy=RGB initialization, Evaluation Protocol=Fully-Supervised, Present at=ECCV’222026.0353.2989.37
HALSIEBackbone=SNN-ANN, Pre-training Strategy=RGB initialization, Evaluation Protocol=Fully-Supervised, Present at=WACV’242026.0352.4389.01
Ev-SegNetBackbone=Xception, Pre-training Strategy=RGB initialization, Evaluation Protocol=Fully-Supervised, Present at=CVPRW’192026.0351.7688.61
ESSBackbone=E2VID, Pre-training Strategy=RGB initialization, Evaluation Protocol=Fully-Supervised, Present at=ECCV’222026.0345.3884.17
E2VIDBackbone=ResNet-18, Pre-training Strategy=RGB initialization, Evaluation Protocol=Fully-Supervised, Present at=TPAMI’192026.0344.0880.06