Object Detection on COCO (AP Box)
47.6AP BoxSF-Mamba-B
Evaluation results
| Method | Links | |
|---|---|---|
| SF-Mamba-BBackbone=SF-Mamba-B, Detector=Faster R-CNN, Training Schedule=1x schedule (12 epoch), fps=34.82026.03 | 47.6 | |
| MambaVision-BBackbone=MambaVision-B, Detector=Faster R-CNN, Training Schedule=1x schedule (12 epoch), fps=30.02026.03 | 46.2 | |
| SF-Mamba-SBackbone=SF-Mamba-S, Detector=Faster R-CNN, Training Schedule=1x schedule (12 epoch), fps=40.82026.03 | 44.9 | |
| MambaVision-SBackbone=MambaVision-S, Detector=Faster R-CNN, Training Schedule=1x schedule (12 epoch), fps=37.22026.03 | 43.9 | |
| SF-Mamba-TBackbone=SF-Mamba-T, Detector=Faster R-CNN, Training Schedule=1x schedule (12 epoch), fps=41.72026.03 | 43.2 | |
| MaskAQBit width=5w5a, Backbone=Swin-T2026.06 | 42.55 | |
| MambaVision-TBackbone=MambaVision-T, Detector=Faster R-CNN, Training Schedule=1x schedule (12 epoch), fps=37.22026.03 | 42.4 | |
| MimiQBit width=5w5a, Venue=AAAI’ 25, Backbone=Swin-T2026.06 | 41.63 | |
| RegNetX-3.2GFBackbone=RegNetX-3.2GF, Detector=Faster R-CNN, Training Schedule=1x schedule (12 epoch), fps=31.62026.03 | 39.9 | |
| PSAQ-ViT V2Bit width=5w5a, Venue=T-NNLS’ 23, Backbone=Swin-T2026.06 | 32.69 | |
| MaskAQBit width=4w4a, Backbone=Swin-T2026.06 | 27.11 | |
| MimiQBit width=4w4a, Venue=AAAI’ 25, Backbone=Swin-T2026.06 | 26.41 | |
| PSAQ-ViT V2Bit width=4w4a, Venue=T-NNLS’ 23, Backbone=Swin-T2026.06 | 4.52 | |
| PSAQ-ViTBit width=5w5a, Venue=ECCV’ 22, Backbone=Swin-T2026.06 | 0.41 | |
| PSAQ-ViTBit width=4w4a, Venue=ECCV’ 22, Backbone=Swin-T2026.06 | 0.06 |