Referring Image Segmentation on G-Ref (test)
80.54IoUUniLSeg-100
Evaluation Results
| Method | Links | |
|---|---|---|
| UniLSeg-100Vision Backbone=Swin-B2023.12 | 80.54 | |
| UniLSeg-20Vision Backbone=Swin-B2023.12 | 79.47 | |
| VATEX_jointExternal Datasets=RefCOCO(+/g) (368K), Backbone=Swin-B2024.04 | 76.4 | |
| UniNextVision Backbone=ConvNext-L2023.12 | 73.68 | |
| VATEXVisual Backbone=Swin-B, Textual Backbone=CLIP2024.04 | 70.58 | |
| VATEX_G-RefExternal Datasets=G-Ref (85K), Backbone=Swin-B2024.04 | 70.58 | |
| PolyFormer-BExternal Datasets=RefCOCO(+/g) (368K)2024.04 | 69.88 | |
| PolyFormerVision Backbone=Swin-B2023.12 | 69.05 | |
| LISA-7BVisual Backbone=ViT-H SAM, Textual Backbone=Vicuna-7B2024.04 | 68.5 | |
| RefTRExternal Datasets=Visual Genome (5.4M) & Flickr30k-entities (158K)2024.04 | 67.39 | |
| VLTVisual Backbone=Swin-B, Textual Backbone=BERT2024.04 | 66.22 | |
| GRESVision Backbone=Swin-B2023.12 | 65.97 | |
| SeqTRExternal Datasets=Visual Genome (5.4M) & Flickr30k-entities (158K)2024.04 | 65.74 | |
| VG-LAWVisual Backbone=ViT-B, Textual Backbone=BERT2024.04 | 65.13 | |
| LAVTVisual Backbone=Swin-B, Textual Backbone=BERT2024.04 | 63.62 | |
| CM-MaskSDVisual Backbone=CLIP-ViT-B, Textual Backbone=CLIP2024.04 | 62.69 | |
| LAVTVision Backbone=Swin-B2023.12 | 62.09 | |
| CRISBackbone=ResNet-1012021.11 | 60.36 | |
| CRISVisual Backbone=ResNet-101, Textual Backbone=CLIP2024.04 | 60.36 | |
| CRISVision Backbone=ResNet1012023.12 | 60.36 | |
| CRISBackbone=ResNet-502021.11 | 59.39 | |
| CRISVision Backbone=ResNet502023.12 | 59.39 | |
| VLTBackbone=DarkNet-532021.11 | 56.65 | |
| VLTVision Backbone=DarkNet532023.12 | 56.65 | |
| LTSBackbone=DarkNet-532021.11 | 54.25 | |
| LTSVision Backbone=DarkNet532023.12 | 54.25 | |
| CGANBackbone=DarkNet-532021.11 | 51.69 | |
| CGANVision Backbone=DarkNet532023.12 | 51.69 | |
| MCNBackbone=DarkNet-532021.11 | 49.4 | |
| MCNVision Backbone=DarkNet532023.12 | 49.4 | |
| MAttNetBackbone=ResNet-1012021.11 | 48.61 | |
| NMTreeBackbone=ResNet-1012021.11 | 47.88 | |
| Lang2SegBackbone=ResNet-1012021.11 | 46.95 |