Instance Segmentation on OV-LVIS
24.8AP (Rare)CoT-PL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CoT-PL2025.10 | 24.8 | 28.5 | 33 | 28.6 | |
| CAKE2025.10 | 23.9 | 29.1 | 33.6 | 28.7 | |
| LBP2025.10 | 23.7 | 27.7 | 30.1 | 28 | |
| BARON2025.10 | 22.6 | 27.6 | 29.8 | 27.6 | |
| VLDetVenue=ICLR 23, Training source=image captions in CB ∪ CN, instance-level labels in CB (use external datasets)2023.10 | 21.7 | 29.8 | 34.3 | 30.1 | |
| VLDet2025.10 | 21.7 | 29.8 | 34.3 | 30.1 | |
| OADP2025.10 | 21.7 | 26.3 | 29 | 26.6 | |
| MIC2025.10 | 20.8 | 30.5 | 35.4 | 30.7 | |
| DK-DETR2025.10 | 20.5 | 28.9 | 35.4 | 30 | |
| DetProVenue=CVPR 22, Training source=instance-level labels in CB, unknown novel classes during training2023.10 | 19.8 | 25.6 | 28.9 | 25.9 | |
| DetPro2025.10 | 19.8 | 25.6 | 28.9 | 25.9 | |
| LP-OVODTraining source=instance-level labels in CB, unknown novel classes during training2023.10 | 19.3 | 26.1 | 29.4 | 26.2 | |
| PromptDetVenue=ECCV 22, Training source=image captions in CB ∪ CN, instance-level labels in CB (use external datasets)2023.10 | 19 | 18.5 | 25.8 | 21.4 | |
| F-VLMVenue=ICLR 23, Training source=instance-level labels in CB, unknown novel classes during training2023.10 | 18.6 | — | — | 24.2 | |
| DeticVenue=ECCV 22, Training source=image captions in CB ∪ CN, instance-level labels in CB (use external datasets)2023.10 | 17.8 | 26.3 | 31.6 | 26.8 | |
| Detic2025.10 | 17.8 | 26.3 | 31.6 | 26.8 | |
| OV-DETRVenue=ECCV 22, Training source=instance-level labels in CB, known novel classes during training2023.10 | 17.4 | 25 | 32.5 | 26.6 | |
| OV-DETR2025.10 | 17.4 | 25 | 32.5 | 26.6 | |
| VL-PLMVenue=ECCV 22, Training source=instance-level labels in CB, known novel classes during training2023.10 | 17.2 | 23.7 | 35.1 | 27 | |
| RegionCLIPVenue=CVPR 22, Training source=image captions in CB ∪ CN, instance-level labels in CB (use external datasets)2023.10 | 17.1 | 27.4 | 34 | 28.2 | |
| OWL-VITVenue=ECCV 22, Training source=image captions in CB ∪ CN, instance-level labels in CB (use external datasets)2023.10 | 16.9 | — | — | 19.3 | |
| ViLDVenue=ICLR 22, Training source=instance-level labels in CB, unknown novel classes during training2023.10 | 16.6 | 24.6 | 30.3 | 25.5 | |
| ViLD2025.10 | 16.6 | 24.6 | 30.3 | 25.5 |