Surface Normal Prediction on Hypersim
-0.48Surface Normal Error (px)Blind guess
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Blind guess2025.07 | -0.48 | -0.61 | 0.11 | |
| Gemini 2.0 Flash2025.07 | -0.39 | -0.04 | 0.02 | |
| Claude 3.5 Sonnet2025.07 | -0.19 | 0.61 | 0.4 | |
| Gemini 1.5 Pro2025.07 | -0.17 | -0.57 | 0.04 | |
| GPT-4o2025.07 | -0.14 | 0.57 | 0.4 | |
| Qwen2-VL2025.07 | 0.09 | -0.07 | 0.02 | |
| o4-mini2025.07 | 0.22 | 0.61 | 0.46 | |
| Llama 3.22025.07 | 0.41 | -0.42 | 0.22 | |
| DSINEprompt_chaining=true2025.07 | 0.63 | 0.69 | 0.55 | |
| Omnidataprompt_chaining=true2025.07 | 0.64 | 0.7 | 0.58 | |
| Lotusprompt_chaining=true2025.07 | 0.64 | 0.7 | 0.54 | |
| Mogeprompt_chaining=true2025.07 | 0.64 | 0.69 | 0.56 | |
| Oracleprompt_chaining=true2025.07 | 0.64 | 0.7 | 0.6 | |
| 4M-21prompt_chaining=true2025.07 | 0.65 | 0.7 | 0.56 | |
| 4M-212025.07 | 0.71 | 0.74 | 0.65 | |
| DSINE2025.07 | 0.76 | 0.79 | 0.73 | |
| Lotus2025.07 | 0.77 | 0.8 | 0.75 | |
| Omnidata2025.07 | 0.8 | 0.83 | 0.78 | |
| Moge2025.07 | 0.8 | 0.8 | 0.77 |