Instance Segmentation on OV-LVIS v1.0 (val)
32.3mAP (Rare, Mask)F-VLM (reproduced) + CLIM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| F-VLM (reproduced) + CLIMBackbone=RN50x642023.12 | 32.3 | — | — | — | |
| F-VLM (reproduced)Backbone=RN50x642023.12 | 30.1 | — | — | — | |
| LBPLearnable prompt templates=true2024.06 | 23.7 | 27.7 | 30.1 | 28 | |
| BARON-KDBackbone=RN502023.12 | 22.6 | — | — | — | |
| BARONLearnable prompt templates=true2024.06 | 22.6 | 27.6 | 29.8 | 27.6 | |
| VLDet + CLIMBackbone=RN502023.12 | 22.2 | — | — | — | |
| LBP2024.06 | 22.1 | 27 | 29.7 | 27.2 | |
| Detic + CLIMBackbone=RN502023.12 | 21.8 | — | — | — | |
| OADPBackbone=RN502023.12 | 21.7 | — | — | — | |
| VLDetBackbone=RN502023.12 | 21.7 | — | — | — | |
| OC-OVDBackbone=RN502023.12 | 21.1 | — | — | — | |
| DetProBackbone=RN502023.12 | 19.8 | — | — | — | |
| DetProLearnable prompt templates=true2024.06 | 19.8 | 25.6 | 28.9 | 25.9 | |
| DeticBackbone=RN502023.12 | 19.5 | — | — | — | |
| BARON2024.06 | 19.2 | 26.8 | 29.4 | 26.5 | |
| OV-DETRBackbone=RN502023.12 | 17.4 | — | — | — | |
| RegionCLIPBackbone=RN502023.12 | 17.1 | — | — | — | |
| ViLDBackbone=RN502023.12 | 16.6 | — | — | — | |
| ViLD2024.06 | 16.6 | 24.6 | 30.3 | 25.5 |