Open-Vocabulary Object Detection on OV-LVIS v1.0 (val)
29.4APrDeCo-DETR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DeCo-DETRzero-shot=true2026.04 | 29.4 | 33.1 | 38.9 | 35.2 | |
| Mambazero-shot=true2026.04 | 29.3 | 34.2 | 36.8 | 35 | |
| BIRDetzero-shot=true2026.04 | 26 | 21.7 | 29.5 | 25.5 | |
| LBPzero-shot=true2026.04 | 24.1 | 29.5 | 32.8 | 29.9 | |
| SRMBackbone=RN50-FPN2026.06 | 24.1 | 30.2 | 34.9 | 30.8 | |
| CoDetzero-shot=true2026.04 | 23.4 | 30 | 34.6 | 30.7 | |
| BARONzero-shot=true2026.04 | 23.2 | 29.3 | 32.5 | 29.5 | |
| BARONBackbone=RN50-FPN2026.06 | 23.2 | 29.3 | 32.5 | 29.5 | |
| CORAzero-shot=true2026.04 | 22.2 | 32 | 40.2 | 33.5 | |
| LBPBackbone=RN50-FPN2026.06 | 22.2 | 28.8 | 32.4 | 29.1 | |
| OADPzero-shot=true2026.04 | 21.9 | 28.4 | 32 | 28.7 | |
| RALFzero-shot=true2026.04 | 21.9 | 26.2 | 29.1 | 26.6 | |
| OADPBackbone=RN502026.06 | 21.9 | 28.4 | 32 | 28.7 | |
| VLDetzero-shot=true2026.04 | 21.7 | 29.8 | 34.3 | 30.1 | |
| OC-OVDzero-shot=true2026.04 | 21.1 | 25 | 29.1 | 25.9 | |
| RALFBackbone=RN50-C42026.06 | 21.1 | 25.7 | 29.2 | 26.3 | |
| MMC-DetBackbone=RN50-FPN2026.06 | 21.1 | 30.9 | 35.5 | 31 | |
| DetProzero-shot=true2026.04 | 20.8 | 27.8 | 32.4 | 28.4 | |
| DetProBackbone=RN50-FPN2026.06 | 19.8 | 25.6 | 28.9 | 29.6 | |
| DeticBackbone=RN50-C42026.06 | 19.5 | — | — | 30.9 | |
| LP-OVODzero-shot=true2026.04 | 19.3 | 26.1 | 29.4 | 26.2 | |
| ProxyDetBackbone=RN50-C42026.06 | 18.9 | — | — | 30.1 | |
| RegionCLIPBackbone=RN50-C42026.06 | 17.1 | 27.4 | 34 | 28.2 | |
| ViLDBackbone=RN50-FPN2026.06 | 16.3 | 21.2 | 31.6 | 24.4 |