Referring Image Segmentation on UNC (testA)
71.13Overall IoUACM (trained on coco)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ACM (trained on coco)Architecture=ACM, Training Data=COCO combined2021.05 | 71.13 | — | — | — | — | — | |
| VCM (trained on coco)Architecture=VCM, Training Data=COCO combined2021.05 | 70.56 | — | — | — | — | — | |
| SHNetResolution=448x448, DenseCRF=false, Backbone=DeepLabv3+2021.04 | 68.56 | — | — | — | — | — | |
| SHNetResolution=320x320, DenseCRF=false, Backbone=DeepLabv3+2021.04 | 67.51 | — | — | — | — | — | |
| ACMArchitecture=ACM2021.05 | 65.69 | — | — | — | — | — | |
| EFNDenseCRF=false2021.04 | 65.69 | — | — | — | — | — | |
| BUSNetDenseCRF=false2021.04 | 65.61 | — | — | — | — | — | |
| VCMArchitecture=VCM2021.05 | 65.36 | — | — | — | — | — | |
| TGFEfeature exchange rounds=32021.05 | 65.08 | — | — | — | — | — | |
| LSCMPost-processing=DenseCRF2021.05 | 64.99 | — | — | — | — | — | |
| LSCMDenseCRF=true2021.04 | 64.99 | — | — | — | — | — | |
| CMPCPost-processing=DenseCRF2021.05 | 64.54 | — | — | — | — | — | |
| CMPCSource=CVPR 20202021.05 | 64.53 | — | — | — | — | — | |
| CMPCDenseCRF=true2021.04 | 64.53 | — | — | — | — | — | |
| STEP2021.05 | 63.46 | — | — | — | — | — | |
| STEP2021.05 | 63.46 | — | — | — | — | — | |
| STEPDenseCRF=true2021.04 | 63.46 | — | — | — | — | — | |
| BRINetPost-processing=DenseCRF2021.05 | 63.37 | — | — | — | — | — | |
| BRINDenseCRF=true2021.04 | 63.37 | — | — | — | — | — | |
| MAttNet2021.05 | 62.37 | — | — | — | — | — | |
| CGAN2021.05 | 62.37 | — | — | — | — | — | |
| MAttNet2021.05 | 62.37 | — | — | — | — | — | |
| Ours2021.02 | 62.01 | 73.87 | 67.76 | 58.53 | 40.52 | 12.04 | |
| lang2seg2021.05 | 61.77 | — | — | — | — | — | |
| CAC2021.05 | 61.77 | — | — | — | — | — | |
| CMSAPost-processing=DenseCRF2021.05 | 60.61 | — | — | — | — | — | |
| CMSA2021.05 | 60.61 | — | — | — | — | — | |
| CMSADenseCRF=true2021.04 | 60.61 | — | — | — | — | — | |
| CMSA2021.02 | 60.61 | 70.02 | 63.71 | 54.64 | 38.04 | 11.65 | |
| RRNPost-processing=DenseCRF2021.05 | 57.26 | — | — | — | — | — | |
| RRN2021.05 | 57.26 | — | — | — | — | — | |
| RRNDenseCRF=true2021.04 | 57.26 | — | — | — | — | — | |
| RRN2021.02 | 57.26 | 64.13 | 54.66 | 44.37 | 29.15 | 8.08 | |
| DMN2021.05 | 54.83 | — | — | — | — | — | |
| DMN2021.05 | 54.83 | — | — | — | — | — | |
| DMN2021.02 | 54.83 | 65.83 | 57.82 | 46.8 | 27.64 | 5.12 | |
| ASGN2021.05 | 51.2 | — | — | — | — | — | |
| RMIPost-processing=DenseCRF2021.05 | 45.69 | — | — | — | — | — | |
| RMI2021.05 | 45.69 | — | — | — | — | — | |
| RMI2021.02 | 45.69 | 42.99 | 33.59 | 23.69 | 12.94 | 2.44 |