Source Free Object Detection 벤치마크
Source Free Object Detection on InBreast
R@0.05
- 2020-03-02 — IRG: R@0.05 0.05
- 2025-04-21 — GT: R@0.05 0.06
| Rank | Model | R@0.05 | R@0.3 | R@0.5 | R@1.0 | AUC | F1-score | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | GT | 0.06 | 0.45 | 0.65 | 0.92 | 0.589 | 0.758 | Context Aware Grounded Teacher for Source Free Object Detection | Tajamul21/Grounded_Teacher | 2025 |
| 2 | IRG | 0.05 | 0.05 | 0.07 | 0.09 | 0.110 | 0.120 | Unbiased Mean Teacher for Cross-domain Object Detection | kinredon/umt | 2020 |
| 3 | Mexforer | 0.02 | 0.03 | 0.03 | 0.03 | 0.060 | 0.090 | Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers | encounter1997/SFA | 2021 |
| 4 | GT | 0.06 | 0.45 | 0.65 | 0.92 | 0.589 | 0.758 | Context Aware Grounded Teacher for Source Free Object Detection | Tajamul21/Grounded_Teacher | 2025 |
| 5 | IRG | 0.05 | 0.05 | 0.07 | 0.09 | 0.110 | 0.120 | Unbiased Mean Teacher for Cross-domain Object Detection | kinredon/umt | 2020 |
| 6 | Mexforer | 0.02 | 0.03 | 0.03 | 0.03 | 0.060 | 0.090 | Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers | encounter1997/SFA | 2021 |