Generalized Few-Shot Object Detection on MS-COCO 30-shot (test)
34.9APCFA-DeFRCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CFA-DeFRCNensemble_based_evaluation=true, base_data_available_finetuning=true2023.03 | 34.9 | 39 | 22.6 | |
| NIFF-DeFRCNensemble_based_evaluation=true, base_data_available_finetuning=false2023.03 | 34.5 | 39 | 20.9 | |
| CFA w/ cosensemble_based_evaluation=true, base_data_available_finetuning=true2023.03 | 33.4 | 39.5 | 15.1 | |
| CFA w/ fcensemble_based_evaluation=true, base_data_available_finetuning=true2023.03 | 33.2 | 39.5 | 14.3 | |
| NIFF-DeFRCNensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 33.1 | 37.2 | 21 | |
| Retentive R-CNNensemble_based_evaluation=true, base_data_available_finetuning=true2023.03 | 32.9 | 39.3 | 13.8 | |
| CFA-DeFRCNensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 32 | 35 | 23 | |
| CFA w/ fcensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 31.9 | 37.7 | 14.7 | |
| CFA w/ cosensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 31.7 | 37 | 15.6 | |
| DeFRCNensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 31.6 | 34.7 | 22.5 | |
| TFA w/ cosensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 30.3 | 35.8 | 13.7 | |
| TFA w/ fcensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 29.7 | 35.1 | 13.4 | |
| FRCN-ft-fullensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 18.6 | 20.6 | 12.5 | |
| MPSRensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 17.1 | 18.1 | 14.1 | |
| DeFRCNensemble_based_evaluation=false, base_data_available_finetuning=false2023.03 | 16.3 | 16.3 | 21.4 | |
| FsDetViewensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 10 | 9.3 | 12 | |
| FSRWensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 9.1 | — | — | |
| Meta R-CNNensemble_based_evaluation=false, base_data_available_finetuning=true2023.03 | 7.8 | 7.1 | 9.9 |