Generalized Few-Shot Object Detection on PASCAL VOC (Set 3)
76.8AP50NIFF-DeFRCN
Evaluation results
| Method | Links | |
|---|---|---|
| NIFF-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=false, Shots=52023.03 | 76.8 | |
| NIFF-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=102023.03 | 76.7 | |
| NIFF-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=false, Shots=102023.03 | 76.7 | |
| NIFF-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=52023.03 | 76.6 | |
| CFA-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=102023.03 | 76.6 | |
| NIFF-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=32023.03 | 76.2 | |
| CFA-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=52023.03 | 76.2 | |
| NIFF-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=false, Shots=32023.03 | 76.1 | |
| NIFF-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=false, Shots=22023.03 | 76 | |
| NIFF-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=22023.03 | 75.8 | |
| CFA-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=22023.03 | 75.5 | |
| CFA-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=32023.03 | 75 | |
| CFA w/ fcEnsemble (w/E)=true, Base Data (w/B)=true, Shots=102023.03 | 74.7 | |
| CFA w/ cosEnsemble (w/E)=true, Base Data (w/B)=true, Shots=102023.03 | 74.7 | |
| CFA-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=12023.03 | 74.7 | |
| NIFF-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=false, Shots=12023.03 | 74.7 | |
| CFA-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 74.6 | |
| NIFF-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=12023.03 | 74.4 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 74.1 | |
| CFA-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 74.1 | |
| Retentive R-CNNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=102023.03 | 74.1 | |
| CFA w/ cosEnsemble (w/E)=true, Base Data (w/B)=true, Shots=52023.03 | 74 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 73.9 | |
| CFA-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 73.9 | |
| Retentive R-CNNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=52023.03 | 73.9 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 73.5 | |
| CFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 73.5 | |
| CFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 73.5 | |
| CFA w/ fcEnsemble (w/E)=true, Base Data (w/B)=true, Shots=52023.03 | 73.3 | |
| CFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 73 | |
| CFA-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 73 | |
| CFA-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 72.9 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 72.7 | |
| CFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 72.6 | |
| CFA w/ cosEnsemble (w/E)=true, Base Data (w/B)=true, Shots=32023.03 | 72.6 | |
| TFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 72.5 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 72.5 | |
| TFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 72.4 | |
| TFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 72.3 | |
| Retentive R-CNNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=32023.03 | 72.3 | |
| TFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 72.2 | |
| CFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 71.9 | |
| CFA w/ fcEnsemble (w/E)=true, Base Data (w/B)=true, Shots=32023.03 | 71.6 | |
| CFA w/ cosEnsemble (w/E)=true, Base Data (w/B)=true, Shots=22023.03 | 71.2 | |
| TFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 71 | |
| CFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 70.9 | |
| Retentive R-CNNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=22023.03 | 70.9 | |
| TFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 70.8 | |
| CFA w/ fcEnsemble (w/E)=true, Base Data (w/B)=true, Shots=22023.03 | 70.1 | |
| CFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 69.7 | |
| CFA w/ cosEnsemble (w/E)=true, Base Data (w/B)=true, Shots=12023.03 | 69.7 | |
| CFA w/ fcEnsemble (w/E)=true, Base Data (w/B)=true, Shots=12023.03 | 69.1 | |
| CFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 69 | |
| Retentive R-CNNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=12023.03 | 69 | |
| TFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 68.9 | |
| TFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 68.6 | |
| TFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 67.9 | |
| TFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 67.8 | |
| MPSREnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 67.7 | |
| CFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 67.7 | |
| CFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 67.7 | |
| MPSREnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 66.9 | |
| MPSREnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 62.7 | |
| FRCN-ft-fullEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 61.8 | |
| FRCN-ft-fullEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 60.8 | |
| MPSREnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 59.8 | |
| FRCN-ft-fullEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 59.1 | |
| FRCN-ft-fullEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 58.7 | |
| FSRWEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 58.6 | |
| FRCN-ft-fullEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 58.5 | |
| FSRWEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 57.6 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=12023.03 | 56.3 | |
| MPSREnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 55.2 | |
| Meta R-CNNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 55.1 | |
| FSRWEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 54.7 | |
| FSRWEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 54.2 | |
| FSRWEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 53.5 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=22023.03 | 51.2 | |
| FsDetViewEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 50.7 | |
| Meta R-CNNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 48 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=32023.03 | 46.9 | |
| Meta R-CNNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 41.2 | |
| FsDetViewEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 40.7 | |
| FsDetViewEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 39.5 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=52023.03 | 38.8 | |
| FsDetViewEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 37 | |
| Meta R-CNNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 31 | |
| FsDetViewEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 31 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=102023.03 | 23.9 | |
| Meta R-CNNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 20.3 |