Surface Normal Estimation on DIODE (test)
4L1 ErrorTokenizer bound
Evaluation results
| Method | Links | |
|---|---|---|
| Tokenizer boundZero-shot=true2024.06 | 4 | |
| 4M-7 XLZero-shot=true, Backbone=XL2024.06 | 20.6 | |
| 4M-21Model Scale=XL, Evaluation Protocol=Out-of-the-box2024.06 | 20.8 | |
| 4M-21 XLZero-shot=true, Backbone=XL2024.06 | 20.8 | |
| 4M-21Model Scale=Large, Evaluation Protocol=Out-of-the-box2024.06 | 21.1 | |
| 4M-21 LZero-shot=true, Backbone=Large2024.06 | 21.1 | |
| 4M-7 LZero-shot=true, Backbone=Large2024.06 | 21.5 | |
| 4M-21Model Scale=Base, Evaluation Protocol=Out-of-the-box2024.06 | 21.7 | |
| 4M-21 BZero-shot=true, Backbone=Base2024.06 | 21.7 | |
| 4M-7 BZero-shot=true, Backbone=Base2024.06 | 21.9 | |
| OmnidataZero-shot=true2024.06 | 22.5 | |
| Unified-IOModel Scale=XL, Evaluation Protocol=Out-of-the-box2024.06 | 31 | |
| UnifiedIO-XLZero-shot=true, Backbone=XL2024.06 | 31 | |
| Unified-IOModel Scale=Large, Evaluation Protocol=Out-of-the-box2024.06 | 33.9 | |
| UnifiedIO-LZero-shot=true, Backbone=Large2024.06 | 33.9 | |
| OASISZero-shot=true2024.06 | 34.3 | |
| Unified-IO 2Model Scale=XL, Evaluation Protocol=Out-of-the-box2024.06 | 34.8 | |
| UnifiedIO 2-XLZero-shot=true, Backbone=XL2024.06 | 34.8 | |
| Unified-IOModel Scale=Base, Evaluation Protocol=Out-of-the-box2024.06 | 35.7 | |
| UnifiedIO-BZero-shot=true, Backbone=Base2024.06 | 35.7 | |
| Unified-IO 2Model Scale=Large, Evaluation Protocol=Out-of-the-box2024.06 | 37.1 | |
| UnifiedIO 2-LZero-shot=true, Backbone=Large2024.06 | 37.1 | |
| Unified-IO 2Model Scale=XXL, Evaluation Protocol=Out-of-the-box2024.06 | 37.4 | |
| UnifiedIO 2-XXLZero-shot=true, Backbone=XXL2024.06 | 37.4 |