Panoptic Segmentation on COCO (test)
51.9PQRaw data
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Raw dataEvaluation Protocol=Protocol A2025.12 | 51.9 | 41.7 | — | 61.7 | |
| Max-DeepLabBackbone=MaX-S2021.06 | 49 | 54 | 41.6 | — | |
| GLIPv2 (H)Type=Open-vocabulary, Backbone=Huge, Evaluation Protocol=Fine-tuned2023.03 | 48.9 | — | — | — | |
| Random noiseEvaluation Protocol=Protocol A2025.12 | 47.1 | 38.1 | — | 57.7 | |
| GLIPv2 (B)Type=Open-vocabulary, Backbone=Base, Evaluation Protocol=Fine-tuned2023.03 | 45.8 | — | — | — | |
| Unify. PSBackbone=R-50, Mask selection=true2021.06 | 43.6 | 48.9 | 35.6 | — | |
| Axial-DLBackbone=Axial-S2021.06 | 42.2 | 46.5 | 35.7 | — | |
| PFPN with G^l_practicalSetup=G^l = G^l_practical2023.02 | 42.147 | 49.816 | 30.572 | — | |
| GLIPv2 (T)Type=Open-vocabulary, Backbone=Tiny, Evaluation Protocol=Fine-tuned2023.03 | 42 | — | — | — | |
| PanopticFCN+CRMExtension/Refinement Module=CRM, Finetuning Protocol=without finetuning2021.11 | 41.8 | — | — | — | |
| PFPN with G^l = 32Setup=G^l = 32, Normalization=Group Normalization (default)2023.02 | 41.75 | 49.357 | 30.268 | — | |
| PFPN with G^l = 1Setup=G^l = 1, Normalization=Layer Normalization2023.02 | 41.461 | 49.688 | 29.043 | — | |
| PanopticFCNExtension/Refinement Module=None2021.11 | 41 | — | — | — | |
| Panoptic-FPNBackbone=R-101, Mask selection=true2021.06 | 40.9 | 48.3 | 29.7 | — | |
| Panoptic-DLBackbone=X-712021.06 | 38.8 | — | — | — | |
| COPS fullBackbone=R-502021.06 | 38.5 | 41 | 34.8 | — | |
| SSAPBackbone=R-101, Test-time augmentation=true2021.06 | 36.9 | 40.1 | 32 | — | |
| Panoptic-DLBackbone=R-502021.06 | 35.2 | — | — | — | |
| COPS baselineBackbone=R-502021.06 | 34.2 | 35.2 | 32.8 | — | |
| SynPerEvaluation Protocol=Protocol A2025.12 | 11.3 | 9.5 | — | 11 | |
| CUDAEvaluation Protocol=Protocol A2025.12 | 6.7 | 4.7 | — | 11.2 | |
| UnSegEvaluation Protocol=Protocol A2025.12 | 4.2 | 3.2 | — | 5.2 | |
| MCT-UEGEvaluation Protocol=Protocol A2025.12 | 3.1 | 2.8 | — | 4.4 |