Object Detection on FSOD (mAP50 L1, L2, L3)
38.5mAP50 (L1)SHiNe
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SHiNeBackbone=Swin-B, Supervisory Signal=I - LVIS, Hierarchy Type=GT-H, Detector=Detic2024.05 | 38.5 | 46.5 | 61.1 | |
| SHiNeBackbone=Swin-B, Supervisory Signal=II - LVIS + IN-L, Hierarchy Type=GT-H, Detector=Detic2024.05 | 35.9 | 46.6 | 62.7 | |
| SHiNeBackbone=Swin-B, Supervisory Signal=I - LVIS, Hierarchy Type=LLM-H, Detector=Detic2024.05 | 23.7 | 35.6 | 61 | |
| SHiNeBackbone=Swin-B, Supervisory Signal=II - LVIS + IN-L, Hierarchy Type=LLM-H, Detector=Detic2024.05 | 22.3 | 33.5 | 62.1 | |
| Detic (Baseline)Backbone=Swin-B, Supervisory Signal=II - LVIS + IN-L, Hierarchy Type=None, Detector=Detic2024.05 | 18.2 | 31.6 | 60.4 | |
| Detic (Baseline)Backbone=Swin-B, Supervisory Signal=I - LVIS, Hierarchy Type=None, Detector=Detic2024.05 | 18 | 32.2 | 58.6 |