Object Detection on MS-COCO Constrained (novel)
35.9mAP50Mask-free OVIS
Evaluation results
| Method | Links | |
|---|---|---|
| Mask-free OVISProposal Generator=WSPN COCObase, Language Supervision=Image-labels in CB ∪ CN, Base Annotation=✓2023.03 | 35.9 | |
| PB-OVDProposal Generator=RCNN COCObase, Language Supervision=Image-caption in CB ∪ CN, Base Annotation=✓2023.03 | 32.3 | |
| Mask-free OVISProposal Generator=WSPN COCObase, Language Supervision=Image-labels in CB ∪ CN, Base Annotation=✗2023.03 | 31.5 | |
| RegionCLIPProposal Generator=RPN LVISbase, Language Supervision=Conceptual caption CΩ, Base Annotation=✓2023.03 | 30.8 | |
| XPMProposal Generator=RPN COCObase, Language Supervision=Image-caption in CB ∪ CN, Base Annotation=✓2023.03 | 29.9 | |
| OV-RCNNProposal Generator=RPN COCObase, Language Supervision=Image-caption in CB ∪ CN, Base Annotation=✓2023.03 | 27.5 | |
| PLProposal Generator=RPN COCObase, Language Supervision=-, Base Annotation=✓2023.03 | 10 | |
| DELOProposal Generator=RPN COCObase, Language Supervision=-, Base Annotation=✓2023.03 | 7.6 | |
| SBProposal Generator=RPN COCObase, Language Supervision=-, Base Annotation=✓2023.03 | 0.7 |