Observer-Centric Salient Object Detection on OC-SODBench intent-driven (test)
29.86gIoUOC-SODAgent
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OC-SODAgentEvaluation protocol=finetuning2026.02 | 29.86 | 32.17 | 65.28 | 41.21 | 72.56 | |
| OC-SODagentFTsetting=fine-tuning2026.02 | 29.86 | 32.17 | 65.28 | 41.21 | 72.56 | |
| LISA-7BEvaluation protocol=finetuning2026.02 | 27.18 | 33.09 | 56.6 | 25.92 | 63.52 | |
| LISA-7BFTsetting=fine-tuning2026.02 | 27.18 | 33.09 | 56.6 | 25.92 | 63.52 | |
| OC-SODAgentEvaluation protocol=training-free2026.02 | 26.23 | 28.83 | 62.9 | 39.97 | 69.23 | |
| OC-SODagentsetting=training-free2026.02 | 26.23 | 28.83 | 62.9 | 39.97 | 69.23 | |
| PixelLMEvaluation protocol=training-free2026.02 | 21.67 | 23.74 | 55.03 | 26.9 | 59.76 | |
| MMR-7BFTsetting=fine-tuning2026.02 | 20.5 | 26.79 | 56.05 | 27.54 | 65.77 | |
| LISA-7BEvaluation protocol=training-free2026.02 | 14.53 | 14.83 | 33.68 | 10.86 | 30.9 | |
| LISA-7Bsetting=training-free2026.02 | 14.53 | 14.83 | 33.68 | 10.86 | 30.9 | |
| MMR-7BEvaluation protocol=training-free2026.02 | 11.58 | 11.28 | 47.03 | 14.58 | 56.22 | |
| MMR-7Bsetting=training-free2026.02 | 11.58 | 11.28 | 47.03 | 14.58 | 56.22 |