Object Detection on BDD100K weather
0.373mAP (Rainy)KGD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| KGDWordNet and CLIP usage=false2024.01 | 0.373 | 0.371 | 0.446 | 0.482 | 0.38 | |
| SHOTWordNet and CLIP usage=true2024.01 | 0.361 | 0.357 | 0.418 | 0.441 | 0.356 | |
| IRG-SFDAWordNet and CLIP usage=true2024.01 | 0.359 | 0.364 | 0.426 | 0.448 | 0.367 | |
| HCLWordNet and CLIP usage=true2024.01 | 0.356 | 0.357 | 0.422 | 0.443 | 0.319 | |
| MTWordNet and CLIP usage=true2024.01 | 0.35 | 0.353 | 0.409 | 0.43 | 0.298 | |
| IRG-SFDAWordNet and CLIP usage=false2024.01 | 0.35 | 0.353 | 0.407 | 0.426 | 0.364 | |
| SHOTWordNet and CLIP usage=false2024.01 | 0.349 | 0.345 | 0.402 | 0.42 | 0.347 | |
| HCLWordNet and CLIP usage=false2024.01 | 0.347 | 0.345 | 0.404 | 0.422 | 0.308 | |
| DeticWordNet and CLIP usage=false2024.01 | 0.343 | 0.335 | 0.391 | 0.42 | 0.284 | |
| MTWordNet and CLIP usage=false2024.01 | 0.343 | 0.342 | 0.399 | 0.417 | 0.289 | |
| SFODWordNet and CLIP usage=true2024.01 | 0.336 | 0.338 | 0.428 | 0.456 | 0.347 | |
| SFODWordNet and CLIP usage=false2024.01 | 0.325 | 0.33 | 0.405 | 0.433 | 0.338 |