Spring
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Optical Flow | Spring (test) | EPE0.325 | 32 | |
| Physical dynamics simulation | Spring | MSE0.16 | 24 | |
| Depth Boundary Estimation | Spring | F1 Score16.35 | 9 | |
| Depth Estimation | Spring 65 (test) | AbsR (r)28 | 9 | |
| Scene Flow Estimation | Spring 65 (test) | EPE0.013 | 9 | |
| Stereo Conversion | Spring | PSNR29.35 | 8 | |
| Depth Estimation | Spring Synthetic | AbsR (r)0.28 | 8 | |
| Scene Flow Estimation | Spring Synthetic | EPE0.013 | 8 | |
| Depth Estimation | Spring | eps_DBE_acc5.29 | 8 | |
| Relational Inference | Spring (SPR) WS50 low-data | AUC95.78 | 7 | |
| Relational Inference | Spring (SPR) ER50 (low-data) | AUC99.39 | 7 | |
| Relational Inference | Spring (SPR) BA50 low-data | AUC99.28 | 7 | |
| World-centric motion reconstruction | Spring | Endpoint Error5.5 | 7 | |
| World-centric geometry reconstruction | Spring | Rel^p157.05 | 7 | |
| Optical Flow | Spring benchmark | 1px Outlier Rate (Total)6.32 | 6 | |
| Image Reconstruction | Spring | rFID19.29 | 6 | |
| Optical Flow | Spring (val) | EPE0.11 | 5 | |
| Stereo Conversion | Spring | CLIP-IQA0.452 | 4 | |
| Novel View Synthesis | Spring | CLIP-IQA0.482 | 4 | |
| Optical Flow Estimation | Spring | EPE2.207 | 4 | |
| Stereo Matching | Spring (test) | Error (1px)7.135 | 3 | |
| Monocular Depth Estimation | Spring | Depth Aff-inv REL24.5 | 2 |
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