Salient Object Detection on OC-SODBench free-viewing mode (test)
89.13gIoUOC-SODAgent
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OC-SODAgentEvaluation protocol=MLLMs with finetuning, finetuning=true2026.02 | 89.13 | 88.92 | 95.84 | 95.75 | 98.02 | |
| LISA-7BEvaluation protocol=MLLMs with finetuning, finetuning=true2026.02 | 88.71 | 88.91 | 92.44 | 92.58 | 96.7 | |
| OC-SODAgentEvaluation protocol=MLLMs in training-free setting2026.02 | 87.04 | 86.76 | 94.74 | 94.55 | 96.69 | |
| FOCUSEvaluation protocol=Traditional SOD2026.02 | 85.62 | 88.36 | 94.55 | 94.41 | 98.33 | |
| VSCodeEvaluation protocol=Traditional SOD2026.02 | 85.33 | 87.77 | 94.94 | 95.09 | 98.23 | |
| MDSAMEvaluation protocol=Traditional SOD2026.02 | 84.38 | 85.9 | 94.2 | 94.5 | 97.51 | |
| ICONEvaluation protocol=Traditional SOD2026.02 | 83.07 | 86.36 | 93.81 | 93.74 | 97.92 | |
| SelfReformerEvaluation protocol=Traditional SOD2026.02 | 82.56 | 85.62 | 93.59 | 93.52 | 97.44 | |
| LISA-7BEvaluation protocol=MLLMs in training-free setting2026.02 | 81.8 | 80.38 | 89.57 | 87.14 | 94.16 | |
| VSTEvaluation protocol=Traditional SOD2026.02 | 81.28 | 83.96 | 92.82 | 92.34 | 97.05 | |
| PixelLMEvaluation protocol=MLLMs in training-free setting2026.02 | 76.25 | 78.95 | 88.85 | 86.69 | 94.5 | |
| MMR-7BEvaluation protocol=MLLMs in training-free setting2026.02 | 57.98 | 42.79 | 71.51 | 62.41 | 77.56 |