Object Detection on iNatLoc (L1-L6 Breakdown)
59.4mAP50 (L1)SHiNe
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SHiNeBackbone=Swin-B, Supervisory Signal=II - LVIS + IN-L, Hierarchy Type=GT-H, Detector=Detic2024.05 | 59.4 | 73.1 | 83 | 84.4 | 84.8 | 83.8 | |
| SHiNeBackbone=Swin-B, Supervisory Signal=I - LVIS, Hierarchy Type=LLM-H, Detector=Detic2024.05 | 50.7 | 62.8 | 73.2 | 73.7 | 68.4 | 74 | |
| SHiNeBackbone=Swin-B, Supervisory Signal=II - LVIS + IN-L, Hierarchy Type=LLM-H, Detector=Detic2024.05 | 49.8 | 75.1 | 78.7 | 79.3 | 69 | 78.8 | |
| SHiNeBackbone=Swin-B, Supervisory Signal=I - LVIS, Hierarchy Type=GT-H, Detector=Detic2024.05 | 49.7 | 62.1 | 75.3 | 76.6 | 77.7 | 76.7 | |
| Detic (Baseline)Backbone=Swin-B, Supervisory Signal=II - LVIS + IN-L, Hierarchy Type=None, Detector=Detic2024.05 | 49.7 | 60.4 | 52.5 | 63.8 | 45.6 | 50.9 | |
| Detic (Baseline)Backbone=Swin-B, Supervisory Signal=I - LVIS, Hierarchy Type=None, Detector=Detic2024.05 | 49.4 | 54.3 | 54.7 | 64.3 | 49.4 | 52.1 |