Depth Estimation on MVSEC
3.85Absolute ErrorGEP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GEPBackbone=ViT-S/16, Pre-training Dataset=Event-1.8M, Epochs=242026.03 | 3.85 | 6.6 | |
| ECDDPBackbone=ViT-S/16, Pre-training Dataset=N-ImageNet, Epochs=3002026.03 | 3.99 | 6.96 | |
| BeiTBackbone=ViT-B/16, Pre-training Dataset=ImageNet-1K, Epochs=8002026.03 | 4.4 | 7.56 | |
| MAEBackbone=ViT-B/16, Pre-training Dataset=ImageNet-1K, Epochs=8002026.03 | 4.45 | 7.6 | |
| DINOv2Backbone=ViT-S/16, Pre-training Dataset=LVD-142M2026.03 | 4.45 | 7.65 | |
| ECDPBackbone=ViT-S/16, Pre-training Dataset=N-ImageNet, Epochs=3002026.03 | 4.49 | 7.68 | |
| HMNet2026.03 | 4.61 | 8.6 |