Active Prompting for Segmentation on Dolphin
90.13Peak Normalized Δ IoUBALD-SAM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BALD-SAMStrategy=BALD-SAM (ours)2026.03 | 90.13 | 40.89 | 42.73 | |
| HUMANStrategy=HUMAN2026.03 | 25.55 | 13.6 | 13.65 | |
| ORACLEStrategy=ORACLE2026.03 | 23.39 | 17.84 | 17.48 | |
| ENTROPYStrategy=ENTROPY2026.03 | 21.9 | 13.49 | 14.35 | |
| RANDOMStrategy=RANDOM2026.03 | 21.6 | 16.46 | 17.19 | |
| BALD-SAMStrategy=BALD-SAM (ours)2026.03 | 0.5531 | 0.3385 | 0.3425 | |
| ENTROPYStrategy=ENTROPY2026.03 | 0.4996 | 0.319 | 0.3157 | |
| HUMANStrategy=HUMAN2026.03 | 0.3255 | 0.2644 | 0.2644 | |
| ORACLEStrategy=ORACLE2026.03 | 0.235 | 0.2181 | 0.2187 | |
| RANDOMStrategy=RANDOM2026.03 | 0.213 | 0.2035 | 0.2031 |