Reasoning Segmentation on ReasonSeg zero-shot (test)
60.3gIoUWISE-7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WISE-7BSetting=Zero-shot, Inference Strategy=default2026.04 | 60.3 | 58.5 | |
| WISE-7B-SSetting=Zero-shot, Inference Strategy=shortened2026.04 | 60.3 | 58.3 | |
| Seg-Zero-7B*Setting=Zero-shot, Note=Re-evaluated with official checkpoints2026.04 | 57.7 | 54.4 | |
| Seg-Zero-7B†Setting=Zero-shot, Note=Results reported in original paper using different checkpoints2026.04 | 57.5 | 52 | |
| LISA-13B-LLaVA1.5Setting=Zero-shot2026.04 | 53.8 | 50.8 | |
| LISA-7B-LLaVA1.5Setting=Zero-shot2026.04 | 48.7 | 48.8 | |
| Qwen2.5VL-3B + SAM2Setting=Zero-shot2026.04 | 47.6 | 37.4 | |
| OVSegSetting=Zero-shot2026.04 | 26.1 | 20.8 | |
| ReLASetting=Zero-shot2026.04 | 21.3 | 22 | |
| Grounded-SAMSetting=Zero-shot2026.04 | 21.3 | 16.4 |