Referring Expression Segmentation on RRSIS-D (test)
50.97gIoURemoteReasoner
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RemoteReasonerProtocol=Zero-shot2025.12 | 50.97 | — | 54.29 | |
| VisionReasonerProtocol=Zero-shot2025.12 | 49.39 | 54.99 | 53.69 | |
| Think2Seg-RS-7BProtocol=Zero-shot, Model Size=7B2025.12 | 47.97 | 54.3 | 51.66 | |
| Seg-ZeroProtocol=Zero-shot2025.12 | 43.7 | 47.68 | 45.83 | |
| Think2Seg-RS-3BProtocol=Zero-shot, Model Size=3B2025.12 | 43.42 | 48.66 | 45.1 | |
| Qwen-2.5-VL-7B+SAM2Protocol=Zero-shot, LVLM=Qwen-2.5-VL-7B, Segmenter=SAM22025.12 | 28.14 | 30.45 | 37.06 | |
| SegEarth-R1Protocol=Zero-shot2025.12 | 26.34 | 26.8 | 25.05 | |
| Qwen-2.5-VL-3B+SAM2Protocol=Zero-shot, LVLM=Qwen-2.5-VL-3B, Segmenter=SAM22025.12 | 14.87 | 15.86 | 12.94 |