Object Detection on MS-COCO Generalized (Novel)
31.5mAP50Mask-free OVIS
Evaluation results
| Method | Links | |
|---|---|---|
| Mask-free OVISProposal Generator=WSPN COCObase, Language Supervision=Image-labels in CB ∪ CN, Base Annotation=✓2023.03 | 31.5 | |
| PB-OVDProposal Generator=RCNN COCObase, Language Supervision=Image-caption in CB ∪ CN, Base Annotation=✓2023.03 | 30.7 | |
| DeticProposal Generator=RPN COCObase, Language Supervision=Image-caption in CB ∪ CN, Base Annotation=✓2023.03 | 27.8 | |
| ViLDProposal Generator=RPN COCObase, Language Supervision=CLIP image-text pair CΩ, Base Annotation=✓2023.03 | 27.6 | |
| Mask-free OVISProposal Generator=WSPN COCObase, Language Supervision=Image-labels in CB ∪ CN, Base Annotation=✗2023.03 | 27.4 | |
| XPMProposal Generator=RPN COCObase, Language Supervision=Image-caption in CB ∪ CN, Base Annotation=✓2023.03 | 27 | |
| RegionCLIPProposal Generator=RPN LVISbase, Language Supervision=Conceptual caption CΩ, Base Annotation=✓2023.03 | 26.8 | |
| CLIP-RPNProposal Generator=RPN COCObase, Language Supervision=CLIP image-text pair CΩ, Base Annotation=✓2023.03 | 26.3 | |
| OV-RCNNProposal Generator=RPN COCObase, Language Supervision=Image-caption in CB ∪ CN, Base Annotation=✓2023.03 | 22.8 | |
| Cap2DetProposal Generator=-, Language Supervision=Image-labels in CB ∪ CN, Base Annotation=✗2023.03 | 20.3 | |
| WSDDNProposal Generator=-, Language Supervision=Image-labels in CB ∪ CN, Base Annotation=✗2023.03 | 19.7 | |
| PLProposal Generator=RPN COCObase, Language Supervision=-, Base Annotation=✓2023.03 | 4.12 | |
| DELOProposal Generator=RPN COCObase, Language Supervision=-, Base Annotation=✓2023.03 | 3.41 | |
| SBProposal Generator=RPN COCObase, Language Supervision=-, Base Annotation=✓2023.03 | 0.31 |