Referring Expression Segmentation on refCOCO/+/g Combined
75.4Average cIoUText4Seg (w/ SAM)
Evaluation results
| Method | Links | |
|---|---|---|
| Text4Seg (w/ SAM)Architecture Style=Decoder-based2026.01 | 75.4 | |
| SimpleSegArchitecture Style=Decoder-free, Pre-training status=true, Backbone=Kimi-VL2026.01 | 74.8 | |
| SimpleSegArchitecture Style=Decoder-free, Pre-training status=true, Backbone=Qwen2.5-VL-7B2026.01 | 74.6 | |
| GroundhogArchitecture Style=Decoder-based2026.01 | 74.2 | |
| SimpleSegArchitecture Style=Decoder-free, Backbone=Kimi-VL2026.01 | 73.6 | |
| UFOLLaVA-1.5-7BArchitecture Style=Decoder-free2026.01 | 73.3 | |
| AnyRefArchitecture Style=Decoder-based2026.01 | 72.2 | |
| SimpleSegArchitecture Style=Decoder-free, Backbone=Qwen2.5-VL-7B2026.01 | 71.9 | |
| GSVAArchitecture Style=Decoder-based2026.01 | 71.4 | |
| Text4SegInternVL2-8BArchitecture Style=Decoder-free2026.01 | 71.4 | |
| LaSagnAArchitecture Style=Decoder-based2026.01 | 71.1 | |
| LISAArchitecture Style=Decoder-based2026.01 | 69.9 | |
| PixelLMArchitecture Style=Decoder-based2026.01 | 69.2 | |
| NEXT-ChatArchitecture Style=Decoder-based2026.01 | 68.9 |