Referring Expression Segmentation on G-Ref UMD (val)
65cIoUReLA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ReLAVisual Encoder=Swin-B, Textual Encoder=BERT, Metric Mode=cIoU2026.01 | 65 | — | — | — | |
| VLT+Visual Encoder=Swin-B, Textual Encoder=BERT2026.01 | 63.49 | — | — | — | |
| LAVTVisual Encoder=Swin-B, Textual Encoder=BERT2026.01 | 61.24 | — | — | — | |
| CRISVisual Encoder=CLIP, Textual Encoder=CLIP2026.01 | 59.87 | — | — | — | |
| VLTVisual Encoder=Darknet53, Textual Encoder=GRU2026.01 | 54.96 | — | — | — | |
| LTSVisual Encoder=Darknet53, Textual Encoder=GRU2026.01 | 54.4 | — | — | — | |
| MCNVisual Encoder=Darknet53, Textual Encoder=GRU2026.01 | 49.22 | — | — | — | |
| CGAN2021.08 | — | 51.01 | — | — | |
| Latent-VGreproduced=true2026.03 | — | — | — | 69.07 | |
| Latent-VG + MRaCL2026.03 | — | — | — | 70.02 | |
| MAttNet2021.08 | — | 47.64 | — | — | |
| MCN2021.08 | — | 49.22 | — | — | |
| ReLAVisual Encoder=Swin-B, Textual Encoder=BERT, Metric Mode=mIoU2026.01 | — | 68.65 | — | — | |
| VLT2021.08 | — | 52.99 | 61.03 | — |