Referring Image Segmentation on G-Ref UMD partition (test)
66.8oIoUTALENT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TALENTPET=true2026.04 | 66.8 | 69.1 | |
| CoHDPET=false2026.04 | 66.7 | — | |
| MagNetPET=false2026.04 | 66.2 | — | |
| LISA-Vicuna-13BPET=false2026.04 | 66.1 | — | |
| ReLAPET=false2026.04 | 66 | — | |
| LQMFormerPET=false2026.04 | 66 | — | |
| CG-formerPET=false2026.04 | 65.1 | — | |
| RISCLIPPET=true2026.04 | 65.1 | 68 | |
| DMMIPET=false2026.04 | 64.2 | — | |
| ReMamberPET=false2026.04 | 64 | — | |
| ETOGPET=true2026.04 | 62.8 | 64.6 | |
| LAVTPET=false2026.04 | 62.1 | — | |
| LAVTLanguage Model=BERT2021.12 | 62.09 | — | |
| VLTLanguage Model=Bi-GRU2021.12 | 56.65 | — | |
| LTSLanguage Model=Bi-GRU2021.12 | 54.25 | — | |
| CGANLanguage Model=Bi-GRU2021.12 | 51.69 | — | |
| MCNLanguage Model=Bi-GRU2021.12 | 49.4 | — | |
| MAttNetLanguage Model=Bi-LSTM2021.12 | 48.61 | — | |
| CACLanguage Model=Bi-LSTM2021.12 | 46.95 | — | |
| BarLeRIaPET=true2026.04 | — | 63.8 | |
| DETRISPET=true2026.04 | — | 68.1 | |
| ETRISPET=true2026.04 | — | 59.9 |