Referring Image Segmentation on UNC+ (testB)
51.97IoUACM (trained on coco)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ACM (trained on coco)Architecture=ACM, Training Data=COCO combined2021.05 | 51.97 | — | — | — | — | — | |
| VCM (trained on coco)Architecture=VCM, Training Data=COCO combined2021.05 | 50.66 | — | — | — | — | — | |
| SHNetResolution=448x448, DenseCRF=false, Backbone=DeepLabv3+2021.04 | 44.12 | — | — | — | — | — | |
| SHNetResolution=320x320, DenseCRF=false, Backbone=DeepLabv3+2021.04 | 43.83 | — | — | — | — | — | |
| BUSNetDenseCRF=false2021.04 | 43.51 | — | — | — | — | — | |
| LSCMPost-processing=DenseCRF2021.05 | 43.5 | — | — | — | — | — | |
| LSCMDenseCRF=true2021.04 | 43.5 | — | — | — | — | — | |
| TGFEfeature exchange rounds=32021.05 | 43.47 | — | — | — | — | — | |
| CMPCPost-processing=DenseCRF2021.05 | 43.23 | — | — | — | — | — | |
| CMPCSource=CVPR 20202021.05 | 43.23 | — | — | — | — | — | |
| CMPCDenseCRF=true2021.04 | 43.23 | — | — | — | — | — | |
| ACMArchitecture=ACM2021.05 | 43.01 | — | — | — | — | — | |
| EFNDenseCRF=false2021.04 | 43.01 | — | — | — | — | — | |
| BRINetPost-processing=DenseCRF2021.05 | 42.13 | — | — | — | — | — | |
| BRINDenseCRF=true2021.04 | 42.13 | — | — | — | — | — | |
| VCMArchitecture=VCM2021.05 | 41.68 | — | — | — | — | — | |
| STEP2021.05 | 40.41 | — | — | — | — | — | |
| STEP2021.05 | 40.41 | — | — | — | — | — | |
| STEPDenseCRF=true2021.04 | 40.41 | — | — | — | — | — | |
| MAttNet2021.05 | 40.08 | — | — | — | — | — | |
| MAttNet2021.05 | 40.08 | — | — | — | — | — | |
| OursSet=testB2021.02 | 38.33 | 37.57 | 30.89 | 23.95 | 15.32 | 5.26 | |
| CGAN2021.05 | 38.24 | — | — | — | — | — | |
| CMSA2019.04 | 37.89 | — | — | — | — | — | |
| CMSAPost-processing=DenseCRF2021.05 | 37.89 | — | — | — | — | — | |
| CMSA2021.05 | 37.89 | — | — | — | — | — | |
| CMSADenseCRF=true2021.04 | 37.89 | — | — | — | — | — | |
| CMSASet=testB2021.02 | 37.89 | 35.02 | 28.68 | 21.74 | 13.89 | 4.54 | |
| RRN2019.04 | 36.11 | — | — | — | — | — | |
| RRNPost-processing=DenseCRF2021.05 | 36.11 | — | — | — | — | — | |
| RRN2021.05 | 36.11 | — | — | — | — | — | |
| RRNDenseCRF=true2021.04 | 36.11 | — | — | — | — | — | |
| RRNSet=testB2021.02 | 36.11 | 32.42 | 24.69 | 17.1 | 9.92 | 2.78 | |
| ASGN2021.05 | 35.97 | — | — | — | — | — | |
| DMN2019.04 | 32.29 | — | — | — | — | — | |
| DMN2021.05 | 32.29 | — | — | — | — | — | |
| DMN2021.05 | 32.29 | — | — | — | — | — | |
| DMNSet=testB2021.02 | 32.29 | — | — | — | — | — | |
| RMI2019.04 | 29.5 | — | — | — | — | — | |
| RMIPost-processing=DenseCRF2021.05 | 29.5 | — | — | — | — | — | |
| RMI2021.05 | 29.5 | — | — | — | — | — | |
| RMISet=testB2021.02 | 29.5 | 20.78 | 14.56 | 8.8 | 4.58 | 0.8 |