Object Detection on BDD100K time-of-day
46.6Performance (Daytime)KGD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KGDWordNet and CLIP usage=false2024.01 | 46.6 | 41 | 31.2 | |
| SFODWordNet and CLIP usage=true2024.01 | 43.4 | 37.9 | 30.1 | |
| IRG-SFDAWordNet and CLIP usage=true2024.01 | 43 | 38.3 | 28.9 | |
| HCLWordNet and CLIP usage=true2024.01 | 42.9 | 38.6 | 29.5 | |
| SHOTWordNet and CLIP usage=true2024.01 | 42.4 | 38.1 | 28 | |
| MTWordNet and CLIP usage=true2024.01 | 42.1 | 38.4 | 29.1 | |
| SFODWordNet and CLIP usage=false2024.01 | 40.8 | 36 | 28.9 | |
| IRG-SFDAWordNet and CLIP usage=false2024.01 | 40.8 | 36.4 | 27.8 | |
| HCLWordNet and CLIP usage=false2024.01 | 40.6 | 36.7 | 28.2 | |
| SHOTWordNet and CLIP usage=false2024.01 | 40.5 | 36.1 | 26.7 | |
| MTWordNet and CLIP usage=false2024.01 | 40 | 36.3 | 28.5 | |
| DeticWordNet and CLIP usage=false2024.01 | 39.2 | 35.3 | 28.5 |