Generalized Few-Shot Object Detection on MS-COCO 5-shot (test)
33.1APNIFF-DeFRCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NIFF-DeFRCNensemble_based_evaluation=true, base_data_available_finetuning=false2023.03 | 33.1 | 38.9 | 15.9 | |
| CFA-DeFRCNensemble_based_evaluation=true, base_data_available_finetuning=true2023.03 | 33 | 38.9 | 15.6 | |
| CFA w/ cosensemble_based_evaluation=true, base_data_available_finetuning=true2023.03 | 32 | 39.5 | 9.6 | |
| CFA w/ fcensemble_based_evaluation=true, base_data_available_finetuning=true2023.03 | 31.8 | 39.5 | 8.8 | |
| Retentive R-CNNensemble_based_evaluation=true, base_data_available_finetuning=true2023.03 | 31.5 | 39.2 | 8.3 | |
| NIFF-DeFRCNensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 31.3 | 36.3 | 15.7 | |
| CFA w/ fcensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 30.1 | 37.1 | 9 | |
| CFA-DeFRCNensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 30.1 | 35 | 15.6 | |
| CFA w/ cosensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 29.7 | 36.3 | 9.8 | |
| DeFRCNensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 28.7 | 33.1 | 15.3 | |
| TFA w/ cosensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 28.1 | 34.7 | 8.3 | |
| TFA w/ fcensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 27.5 | 33.9 | 8.4 | |
| DeFRCNensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 23.7 | 26.3 | 15.6 | |
| FRCN-ft-fullensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 18 | 22 | 6 | |
| ONCEensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 13.7 | 17.9 | 1 | |
| FsDetViewensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 5.9 | 5.7 | 6.6 | |
| Meta R-CNNensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 3.6 | 3.5 | 3.8 |