Semantic Segmentation on PASCAL-5i (test)
89.8mIoUSegGPT
Evaluation results
| Method | Links | |
|---|---|---|
| SegGPTshot=few-shot, model type=generalist2023.04 | 89.8 | |
| FPTransshot=few-shot, model type=specialist, in-domain categories=true2023.04 | 83.2 | |
| SegGPTshot=one-shot, model type=generalist2023.04 | 83.2 | |
| FPTransshot=few-shot, model type=specialist, in-domain categories=false2023.04 | 78 | |
| FPTransshot=one-shot, model type=specialist, in-domain categories=true2023.04 | 77.7 | |
| VATshot=few-shot, model type=specialist, in-domain categories=true2023.04 | 76.3 | |
| HSNetshot=few-shot, model type=specialist, in-domain categories=true2023.04 | 73.8 | |
| VATshot=one-shot, model type=specialist, in-domain categories=true2023.04 | 72.4 | |
| VATshot=few-shot, model type=specialist, in-domain categories=false2023.04 | 72 | |
| HSNetshot=few-shot, model type=specialist, in-domain categories=false2023.04 | 70.4 | |
| FPTransshot=one-shot, model type=specialist, in-domain categories=false2023.04 | 68.8 | |
| HSNetshot=one-shot, model type=specialist, in-domain categories=true2023.04 | 68.7 | |
| VATshot=one-shot, model type=specialist, in-domain categories=false2023.04 | 67.9 | |
| HSNetshot=one-shot, model type=specialist, in-domain categories=false2023.04 | 66.2 | |
| SG-OneNumber of shots=five-shot2018.10 | 65.9 | |
| Paintershot=few-shot, model type=generalist2023.04 | 64.6 | |
| Paintershot=one-shot, model type=generalist2023.04 | 64.5 | |
| SG-OneNumber of shots=one-shot2018.10 | 63.1 | |
| PL+SEGNumber of shots=five-shot2018.10 | 62.3 | |
| PL+SEGNumber of shots=one-shot2018.10 | 61.2 | |
| co-FCNNumber of shots=five-shot2018.10 | 60.8 | |
| co-FCNNumber of shots=one-shot2018.10 | 60.1 | |
| FG-BGNumber of shots=five-shot2018.10 | 55.6 | |
| OSLSMNumber of shots=one-shot2018.10 | 55.2 | |
| FG-BGNumber of shots=one-shot2018.10 | 55.1 |