Amodal Completion on HiFi-Amodal dataset
95.29CLIP-IPD-MC
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| PD-MCEvaluation Protocol=Full Set2025.12 | 95.29 | 27.019 | 0.153 | 0.921 | 0.904 | 21.254 | 5.21 | 15.732 | 3.879 | 5.175 | |
| Pix2gestalt2025.12 | 91.996 | 27.101 | 0.192 | 0.837 | 0.876 | 38.144 | 6.794 | 45.683 | 5.312 | 15.324 | |
| Collaborative Multi-Agent Reasoning Framework2025.12 | 90.979 | 27.553 | 0.235 | 0.842 | 0.844 | 65.454 | 8.023 | 74.113 | 6.861 | 72.128 | |
| OWAAC2025.12 | 87.014 | 27.32 | 0.409 | 0.787 | 0.754 | 30.882 | 6.573 | 18.152 | 4.335 | 7.373 | |
| PD-MCEvaluation Protocol=Valid Only2025.12 | 85.822 | 26.467 | 0.45 | 0.763 | 0.719 | 16.857 | 5.49 | — | — | — |