Monocular Depth Estimation On Cityscapes

평가 지표

Absolute relative error (AbsRel)
RMSE
RMSE log
Square relative error (SqRel)

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름
Absolute relative error (AbsRel)
RMSE
RMSE log
Square relative error (SqRel)
Paper TitleRepository
SwinMTL0.0895.4810.1391.051SwinMTL: A Shared Architecture for Simultaneous Depth Estimation and Semantic Segmentation from Monocular Camera Images-
Manydepth20.0975.827 0.1540.792Manydepth2: Motion-Aware Self-Supervised Monocular Depth Estimation in Dynamic Scenes-
Lee et al.0.1116.4370.1821.158Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency-
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Monocular Depth Estimation On Cityscapes | SOTA | HyperAI초신경