Object Proposal on CD-FSOD
60.7AR@100PF-RPN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PF-RPNPrompt Free=true2026.03 | 60.7 | 65.3 | 68.2 | 38.5 | 61.9 | 80.3 | |
| GDINO‡Prompt Free=true, setup=replacing original class names with object2026.03 | 54.7 | 57.8 | 61.6 | 34.1 | 49.3 | 67 | |
| GDINO†Prompt Free=false, setup=original class names as text input2026.03 | 52.9 | 53.5 | 54.7 | 31.1 | 41.6 | 63.9 | |
| YWorldv8-L†Prompt Free=false2026.03 | 49.6 | 51.1 | 51.6 | 25.1 | 42.7 | 60.6 | |
| GenerateUPrompt Free=true2026.03 | 47.7 | 54.1 | 55.7 | 28.1 | 48.3 | 69.4 | |
| GLIP†Prompt Free=false2026.03 | 47.6 | 47.6 | 47.6 | 21.2 | 34.6 | 56 | |
| Cascade RPNPrompt Free=true2026.03 | 45.8 | 52 | 56.9 | 31.1 | 50.5 | 66 | |
| YOLOE-v8-L†Prompt Free=false2026.03 | 44.4 | 46.2 | 47.1 | 21.6 | 36.6 | 54.9 | |
| Open-DetPrompt Free=true2026.03 | 36.6 | 46.3 | 54.3 | 28.2 | 45.3 | 67.7 | |
| RPNPrompt Free=true2026.03 | 32 | 39 | 45.7 | 29.9 | 43 | 54.3 | |
| Qwen-VL†Prompt Free=false2026.03 | 20.1 | 20.1 | 20.1 | 1 | 3 | 26.5 |