Referring Image Segmentation on RefCOCOg Google (val)
81.2cIoUReChannel
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ReChannelParameters=9B2026.07 | 81.2 | — | — | |
| FCLMParameters=7B2026.07 | 79.4 | — | — | |
| ReChannelParameters=4B2026.07 | 79.2 | — | — | |
| CoPRSParameters=7B2026.07 | 76.2 | — | — | |
| GLaMMParameters=7B2026.07 | 74.2 | — | — | |
| Text4SegParameters=8B2026.07 | 74 | — | — | |
| PSALMParameters=1.3B2026.07 | 73.8 | — | — | |
| Moondream Seg.2026.04 | 73.7 | — | — | |
| SAM 3 AgentBackbone=Gemini 2.5 Pro2026.04 | 73.4 | — | — | |
| SimpleSegBackbone=Qwen2.5-VL2026.04 | 73.3 | — | — | |
| OMG-LLaVAParameters=7B2026.07 | 72.9 | — | — | |
| Text4SegBackbone=InternVL2-8B2026.04 | 70.7 | — | — | |
| READParameters=7B2026.07 | 70.1 | — | — | |
| LISABackbone=LLaVA 7B2026.04 | 67.9 | — | — | |
| LISAParameters=7B2026.07 | 67.9 | — | — | |
| PolyFormer2026.07 | 67.8 | — | — | |
| CRIS2026.07 | 59.9 | — | — | |
| Gemini 2.5 Flash2026.04 | 56.2 | — | — | |
| SAM 32026.04 | 55.4 | — | — | |
| CLIPBackbone=ResNet-50, Segmentor=true2024.10 | — | 37.5 | — | |
| CLIP-ESBackbone=ViT-Base, Segmentor=false2024.10 | — | 14.2 | 49.1 | |
| GroupViTBackbone=Group ViT, Segmentor=false2024.10 | — | 19.9 | 30 | |
| LAVT+Backbone=Swin-Base2024.10 | — | 63.6 | — | |
| OracleBackbone=ResNet-50, Segmentor=true2024.10 | — | 69 | — | |
| PCNet_FBackbone=ResNet-50, Segmentor=false2024.10 | — | 29.8 | 57.9 | |
| PCNet_SBackbone=ResNet-50, Segmentor=false2024.10 | — | 30.7 | 58.6 | |
| PCNet_SBackbone=ResNet-50, Segmentor=true2024.10 | — | 47.3 | — | |
| PPTBackbone=ViT-Base, Segmentor=true2024.10 | — | 43 | — | |
| SAGBackbone=ViT-Base, Segmentor=false2024.10 | — | 28.8 | 37.3 | |
| SAGBackbone=ViT-Base, Segmentor=true2024.10 | — | 23 | — | |
| TRISBackbone=ResNet-50, Segmentor=false2024.10 | — | 26.9 | 52.5 | |
| TRISBackbone=ResNet-50, Segmentor=true2024.10 | — | 38.4 | — | |
| TSEGBackbone=ViT-Small, Segmentor=false2024.10 | — | 22.1 | — | |
| WWbLBackbone=VGG16, Segmentor=false2024.10 | — | 21.8 | 29.3 |