Monocular Depth Estimation on DIW
0.103WHDRNext-ViT-L-1K-6M
Evaluation Results
| Method | Links | |
|---|---|---|
| Next-ViT-L-1K-6MResolution=Unconstrained, Data Mix=5+12, Parameters=72M, FPS=302023.07 | 0.103 | |
| Next-ViT-L-1K-6MResolution=Square, Data Mix=5+12, Parameters=72M, FPS=302023.07 | 0.106 | |
| ViT-LResolution=Unconstrained, Data Mix=3+10, Parameters=344M, FPS=612023.07 | 0.108 | |
| BEiT384-LResolution=Square, Data Mix=5+12, Parameters=344M, FPS=132023.07 | 0.111 | |
| BEiT512-LResolution=Square, Data Mix=5+12, Parameters=345M, FPS=5.72023.07 | 0.112 | |
| ViT-LResolution=Square, Data Mix=3+10, Parameters=344M, FPS=612023.07 | 0.112 | |
| BEiT512-LResolution=Unconstrained, Data Mix=5+12, Parameters=345M, FPS=5.72023.07 | 0.114 | |
| Swin-LResolution=Square, Data Mix=3+10, Parameters=213M, FPS=412023.07 | 0.115 | |
| BEiT384-L 5+12+12KResolution=Unconstrained, Data Mix=5+12+12K, Parameters=344M, FPS=132023.07 | 0.123 | |
| BEiT384-LResolution=Unconstrained, Data Mix=5+12, Parameters=344M, FPS=132023.07 | 0.124 | |
| DPT-LargeTraining set=MIX 6, Zero-shot cross-dataset transfer=true2021.03 | 10.82 | |
| DPT-HybridTraining set=MIX 6, Zero-shot cross-dataset transfer=true2021.03 | 11.06 | |
| MiDaSTraining set=MIX 5, Zero-shot cross-dataset transfer=true2021.03 | 12.46 | |
| MiDaSTraining set=MIX 6, Zero-shot cross-dataset transfer=true2021.03 | 12.95 | |
| XianTraining set=RW [45], Zero-shot cross-dataset transfer=true2021.03 | 14.59 | |
| WangTraining set=WS [40], Zero-shot cross-dataset transfer=true2021.03 | 19.09 | |
| LiTraining set=MD [22], Zero-shot cross-dataset transfer=true2021.03 | 23.15 | |
| LiTraining set=MC [21], Zero-shot cross-dataset transfer=true2021.03 | 26.52 | |
| CasserTraining set=CS [8], Zero-shot cross-dataset transfer=true2021.03 | 32.8 |