Object Detection on Objects365 v1 (val)
25.6APsupervised
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| supervisedbackbone=R-50, trained_on=LVIS base categories, without_finetuning=true2023.05 | 25.6 | 38.6 | 28 | |
| supervisedbackbone=R-50, zero-shot transfer=true2023.09 | 25.6 | 38.6 | 28 | |
| Supervised2023.10 | 25.6 | 38.6 | 28 | |
| LaMI-DETRBackbone=ConvNext-L, Parameters=196M2024.07 | 21.9 | 30 | 23.5 | |
| F-VIT+CLIPSelfbackbone=ViT-L/14, training_data=OV-LVIS2023.10 | 19.5 | 31.3 | 20.7 | |
| CFM-ViTbackbone=ViT-L/16, zero-shot transfer=true2023.09 | 18.7 | 28.9 | 20.3 | |
| CFM-ViTbackbone=ViT-L/14, training_data=OV-LVIS2023.10 | 18.7 | 28.9 | 20.3 | |
| CFMBackbone=ViT-L/16, Parameters=303M2024.07 | 18.7 | 28.9 | 20.3 | |
| F-VLMbackbone=ViT-L/14, training_data=OV-LVIS2023.10 | 17.7 | 27.4 | 19.1 | |
| RO-ViTbackbone=ViT-L/16, zero-shot_transfer=true, trained_on=LVIS base categories, without_finetuning=true2023.05 | 17.1 | 26.9 | 18.5 | |
| RO-ViTbackbone=ViT-L/14, training_data=OV-LVIS2023.10 | 17.1 | 26.9 | 19.5 | |
| CFM-ViTbackbone=ViT-B/16, zero-shot transfer=true2023.09 | 15.9 | 24.6 | 17.4 | |
| CoDet2023.10 | 14.2 | 20.5 | 15.3 | |
| CoDetBackbone=EVA02-L, Parameters=304M2024.07 | 14.2 | 20.5 | 15.3 | |
| RO-ViTbackbone=ViT-B/16, zero-shot_transfer=true, trained_on=LVIS base categories, without_finetuning=true2023.05 | 14 | 22.3 | 14.9 | |
| BARON2023.10 | 13.6 | 21 | 14.5 | |
| BARON-KDbackbone=ViT-L/14, training_data=OV-LVIS2023.10 | 13.6 | 21 | 14.5 | |
| BARONBackbone=RN50, Parameters=26M2024.07 | 13.6 | 21 | 14.5 | |
| DetProbackbone=R-50, zero-shot_transfer=true, trained_on=LVIS base categories, without_finetuning=true2023.05 | 12.1 | 18.8 | 12.9 | |
| DetProbackbone=R-50, zero-shot transfer=true2023.09 | 12.1 | 18.8 | 12.9 | |
| DetProDetection-specialized pre-training=SoCo2023.10 | 12.1 | 18.8 | 12.9 | |
| DetProbackbone=ViT-L/14, training_data=OV-LVIS2023.10 | 12.1 | 18.8 | 12.9 | |
| DetProBackbone=RN50, Parameters=26M2024.07 | 12.1 | 18.8 | 12.9 | |
| F-VLM2023.10 | 11.9 | 19.2 | 12.6 | |
| F-VLMBackbone=RN50, Parameters=38M2024.07 | 11.9 | 19.2 | 12.6 | |
| ViLDbackbone=R-50, zero-shot_transfer=true, trained_on=LVIS base categories, without_finetuning=true2023.05 | 11.8 | 18.2 | 12.6 | |
| ViLDbackbone=R-50, zero-shot transfer=true2023.09 | 11.8 | 18.2 | 12.6 | |
| ViLD2023.10 | 11.8 | 18.2 | 12.6 | |
| ViLDbackbone=ViT-L/14, training_data=OV-LVIS2023.10 | 11.8 | 18.2 | 12.6 | |
| ViLDBackbone=RN50, Parameters=26M2024.07 | 11.8 | 18.2 | 12.6 |