Multi-label Classification on MS COCO 48 seen / 17 unseen classes v1
59PrecisionSDL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SDLLearnable Parameters=30.6M, M=22022.06 | 59 | 60.8 | 59.9 | |
| Semantic Diversity LearningTask=GZSL, M=22021.05 | 59 | 60.8 | 59.9 | |
| DualCoopLearnable Parameters=0.02M2022.06 | 58.4 | 68.1 | 62.9 | |
| Deep0TagLearnable Parameters=> 23M2022.06 | 43.2 | 52.2 | 47.3 | |
| Deep0tagTask=GZSL2021.05 | 43.2 | 52.2 | 47.3 | |
| Fast0TagLearnable Parameters=0.61M2022.06 | 38.5 | 46.5 | 42.1 | |
| Fast0tagTask=GZSL2021.05 | 38.5 | 46.5 | 42.1 | |
| DualCoopLearnable Parameters=0.02M2022.06 | 35.3 | 87.6 | 50.3 | |
| Deep0TagLearnable Parameters=> 23M2022.06 | 26.5 | 65.9 | 37.8 | |
| Deep0tagTask=ZSL2021.05 | 26.5 | 65.9 | 37.8 | |
| SDLLearnable Parameters=30.6M, M=22022.06 | 26.3 | 65.3 | 37.5 | |
| Semantic Diversity LearningTask=ZSL, M=22021.05 | 26.3 | 65.3 | 37.5 | |
| Fast0TagLearnable Parameters=0.61M2022.06 | 24.7 | 61.4 | 25.3 | |
| Fast0tagTask=ZSL2021.05 | 24.7 | 61.4 | 25.3 | |
| CONSE2022.06 | 23.8 | 28.8 | 26.1 | |
| CONSETask=GZSL2021.05 | 23.8 | 28.8 | 26.1 | |
| CONSE2022.06 | 11.4 | 28.3 | 16.2 | |
| CONSETask=ZSL2021.05 | 11.4 | 28.3 | 16.2 |