Generalized Few-Shot Object Detection on PASCAL VOC (Set 2)
75.1AP50NIFF-DeFRCN
Evaluation results
| Method | Links | |
|---|---|---|
| NIFF-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=false, Shots=52023.03 | 75.1 | |
| CFA-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=52023.03 | 74.7 | |
| NIFF-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=false, Shots=32023.03 | 74.5 | |
| NIFF-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=false, Shots=102023.03 | 74.5 | |
| NIFF-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=52023.03 | 74.4 | |
| CFA-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=102023.03 | 74.2 | |
| NIFF-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=102023.03 | 74 | |
| NIFF-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=32023.03 | 73.9 | |
| CFA-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=32023.03 | 73.7 | |
| CFA-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 73.3 | |
| CFA-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=22023.03 | 72.7 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 72.5 | |
| CFA-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 72 | |
| CFA-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 72 | |
| CFA w/ cosEnsemble (w/E)=true, Base Data (w/B)=true, Shots=102023.03 | 71.9 | |
| NIFF-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=false, Shots=22023.03 | 71.6 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 71.5 | |
| Retentive R-CNNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=102023.03 | 71.5 | |
| CFA w/ fcEnsemble (w/E)=true, Base Data (w/B)=true, Shots=102023.03 | 71.5 | |
| CFA-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 71.4 | |
| NIFF-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=22023.03 | 71.4 | |
| CFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 71.1 | |
| CFA w/ cosEnsemble (w/E)=true, Base Data (w/B)=true, Shots=52023.03 | 71.1 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 71 | |
| CFA w/ fcEnsemble (w/E)=true, Base Data (w/B)=true, Shots=52023.03 | 70.8 | |
| Retentive R-CNNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=52023.03 | 70.7 | |
| NIFF-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=false, Shots=12023.03 | 70.6 | |
| CFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 70.5 | |
| CFA w/ cosEnsemble (w/E)=true, Base Data (w/B)=true, Shots=32023.03 | 70.4 | |
| CFA-DeFRCNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=12023.03 | 70.4 | |
| Retentive R-CNNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=32023.03 | 70.2 | |
| CFA w/ fcEnsemble (w/E)=true, Base Data (w/B)=true, Shots=32023.03 | 70.2 | |
| CFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 70.1 | |
| NIFF-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=12023.03 | 70 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 69.8 | |
| CFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 69.5 | |
| CFA-DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 69.3 | |
| CFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 69.2 | |
| TFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 68.7 | |
| TFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 68.6 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 68.6 | |
| Retentive R-CNNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=22023.03 | 68.4 | |
| CFA w/ cosEnsemble (w/E)=true, Base Data (w/B)=true, Shots=22023.03 | 68.4 | |
| TFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 68.3 | |
| CFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 68.3 | |
| TFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 68 | |
| CFA w/ fcEnsemble (w/E)=true, Base Data (w/B)=true, Shots=22023.03 | 68 | |
| TFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 67.7 | |
| TFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 67.7 | |
| CFA w/ fcEnsemble (w/E)=true, Base Data (w/B)=true, Shots=12023.03 | 67 | |
| CFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 66.9 | |
| Retentive R-CNNEnsemble (w/E)=true, Base Data (w/B)=true, Shots=12023.03 | 66.8 | |
| CFA w/ cosEnsemble (w/E)=true, Base Data (w/B)=true, Shots=12023.03 | 66.8 | |
| CFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 66.5 | |
| TFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 66.3 | |
| MPSREnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 66.3 | |
| CFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 66 | |
| TFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 65.5 | |
| TFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 65 | |
| CFA w/ cosEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 64.8 | |
| TFA w/ fcEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 64.7 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=12023.03 | 64.7 | |
| MPSREnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 64.2 | |
| MPSREnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 62.8 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=22023.03 | 59.7 | |
| FSRWEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 58.9 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=32023.03 | 58.2 | |
| MPSREnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 57.6 | |
| FSRWEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 57.5 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=52023.03 | 56.9 | |
| FRCN-ft-fullEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 55.9 | |
| FRCN-ft-fullEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 55.5 | |
| FSRWEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 55.2 | |
| FSRWEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 55.1 | |
| FSRWEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 54.2 | |
| FsDetViewEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 54.1 | |
| Meta R-CNNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=102023.03 | 53.9 | |
| FRCN-ft-fullEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 53.7 | |
| FRCN-ft-fullEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 53.6 | |
| MPSREnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 53.1 | |
| FRCN-ft-fullEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 50.1 | |
| DeFRCNEnsemble (w/E)=false, Base Data (w/B)=false, Shots=102023.03 | 48.4 | |
| FsDetViewEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 45.8 | |
| Meta R-CNNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=52023.03 | 44.4 | |
| FsDetViewEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 43.7 | |
| FsDetViewEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 41.6 | |
| FsDetViewEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 36.3 | |
| Meta R-CNNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=32023.03 | 34.8 | |
| Meta R-CNNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=22023.03 | 33.2 | |
| Meta R-CNNEnsemble (w/E)=false, Base Data (w/B)=true, Shots=12023.03 | 19.4 |