| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SBU | BER2.94 | 42 | 4d ago | ||
| SBU (test) | CPD | Balanced Error Rate (BER)4.19 | 29 | 4d ago | |
| ISTD | SDDNet | BER1.27 | 23 | 4d ago | |
| ViSha (test) | SCOTCH and SODA | BER9.006 | 18 | 4d ago | |
| ISTD (test) | ST-CGAN | BER0.0385 | 16 | 4d ago | |
| MOS (test) | STICT | MAE0.058 | 14 | 4d ago | |
| DS (test) | SANet | MAE0.028 | 14 | 4d ago | |
| UCF (test) | CPD | BER7.21 | 13 | 4d ago | |
| Proposed Dataset Attached Shadow | Ours | BER12.93 | 12 | 4d ago | |
| Proposed Dataset Cast Shadow | SILT | BER0.0452 | 12 | 4d ago | |
| Proposed Dataset Full Shadow | Ours | BER6.5 | 12 | 4d ago | |
| ISTD 540 (test) | FOCUS | BER0.98 | 8 | 4d ago | |
| CUHK-Shadow (test) | FSDNet | F-beta (Overall)86.27 | 8 | 4d ago | |
| 3D physical scene properties (test) | DINOv2 | ROC AUC95.8 | 6 | 4d ago | |
| UCF Shadow Dataset 110 images (test) | DSC | Accuracy95 | 6 | 4d ago | |
| UCF | DSC | Accuracy95 | 6 | 4d ago | |
| UCF 56 (test) | ST-CGAN | Shadow Error Rate8.77 | 4 | 4d ago | |
| SBU 51 (test) | ST-CGAN | Shadow Error Rate9.02 | 4 | 4d ago | |
| Combined Dataset | patched-CNN | Testing Time (hours)0.55 | 3 | 4d ago | |
| SBU | Our method | Testing Time (hours)0.33 | 3 | 4d ago | |
| Combined Dataset (UCF, UIUC, SBU) 1.0 (test) | patched-CNN | Accuracy91.03 | 3 | 4d ago |
