List your company
ResearchFormerly WizWand

Monocular Depth Estimation on DIW

0.103WHDRNext-ViT-L-1K-6M
-1.204887.6233116.451525.27969Mar 24, 2021Aug 13, 2021Jan 2, 2022May 25, 2022Oct 14, 2022Mar 5, 2023Jul 26, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Next-ViT-L-1K-6MResolution=Unconstrained, Data Mix=5+12, Parameters=72M, FPS=302023.070.103
Next-ViT-L-1K-6MResolution=Square, Data Mix=5+12, Parameters=72M, FPS=302023.070.106
ViT-LResolution=Unconstrained, Data Mix=3+10, Parameters=344M, FPS=612023.070.108
BEiT384-LResolution=Square, Data Mix=5+12, Parameters=344M, FPS=132023.070.111
BEiT512-LResolution=Square, Data Mix=5+12, Parameters=345M, FPS=5.72023.070.112
ViT-LResolution=Square, Data Mix=3+10, Parameters=344M, FPS=612023.070.112
BEiT512-LResolution=Unconstrained, Data Mix=5+12, Parameters=345M, FPS=5.72023.070.114
Swin-LResolution=Square, Data Mix=3+10, Parameters=213M, FPS=412023.070.115
BEiT384-L 5+12+12KResolution=Unconstrained, Data Mix=5+12+12K, Parameters=344M, FPS=132023.070.123
BEiT384-LResolution=Unconstrained, Data Mix=5+12, Parameters=344M, FPS=132023.070.124
DPT-LargeTraining set=MIX 6, Zero-shot cross-dataset transfer=true2021.0310.82
DPT-HybridTraining set=MIX 6, Zero-shot cross-dataset transfer=true2021.0311.06
MiDaSTraining set=MIX 5, Zero-shot cross-dataset transfer=true2021.0312.46
MiDaSTraining set=MIX 6, Zero-shot cross-dataset transfer=true2021.0312.95
XianTraining set=RW [45], Zero-shot cross-dataset transfer=true2021.0314.59
WangTraining set=WS [40], Zero-shot cross-dataset transfer=true2021.0319.09
LiTraining set=MD [22], Zero-shot cross-dataset transfer=true2021.0323.15
LiTraining set=MC [21], Zero-shot cross-dataset transfer=true2021.0326.52
CasserTraining set=CS [8], Zero-shot cross-dataset transfer=true2021.0332.8