Generalized Few-Shot Object Detection on MS-COCO 10-shot (test)
34APCFA-DeFRCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CFA-DeFRCNensemble_based_evaluation=true, base_data_available_finetuning=true2023.03 | 34 | 39 | 18.9 | |
| NIFF-DeFRCNensemble_based_evaluation=true, base_data_available_finetuning=false2023.03 | 34 | 39 | 18.8 | |
| CFA w/ cosensemble_based_evaluation=true, base_data_available_finetuning=true2023.03 | 32.4 | 39.4 | 11.3 | |
| NIFF-DeFRCNensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 32.2 | 36.6 | 19.1 | |
| CFA w/ fcensemble_based_evaluation=true, base_data_available_finetuning=true2023.03 | 32.2 | 39.5 | 10.4 | |
| Retentive R-CNNensemble_based_evaluation=true, base_data_available_finetuning=true2023.03 | 32.1 | 39.2 | 10.5 | |
| CFA-DeFRCNensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 31.4 | 35.5 | 19.1 | |
| CFA w/ fcensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 30.8 | 37.6 | 10.5 | |
| DeFRCNensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 30.6 | 34.6 | 18.6 | |
| CFA w/ cosensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 30.3 | 36.6 | 11.3 | |
| TFA w/ cosensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 28.7 | 35 | 10 | |
| TFA w/ fcensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 27.9 | 33.9 | 10 | |
| DeFRCNensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 18.2 | 18.5 | 17.4 | |
| FRCN-ft-fullensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 18.1 | 21 | 9.2 | |
| MPSRensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 15.3 | 17.1 | 9.7 | |
| ONCEensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 13.7 | 17.9 | 1.2 | |
| FsDetViewensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 6.7 | 6.4 | 7.6 | |
| FSRWensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 5.6 | — | — | |
| Meta R-CNNensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 5.4 | 5.2 | 6.1 |