Object Detection 벤치마크
Object Detection on COCO-O
Average mAP
- 2015-06-04 — Faster R-CNN (ResNet-50-FPN): Average mAP 16.4
- 2017-03-20 — Mask R-CNN (ResNet-50): Average mAP 17.1
- 2019-01-22 — HTC (ResNet-50): Average mAP 19.1
- 2019-04-25 — GCNet (RX-101-32x4d-DCN): Average mAP 26.0
- 2019-11-20 — EfficientDet-D5 (EfficientNet-B5): Average mAP 28.5
- 2020-04-23 — YOLOv4-P6: Average mAP 30.4
- 2021-03-23 — Det-AdvProp (EfficientNet-B5): Average mAP 30.8
- 2021-05-05 — QueryInst (Swin-L): Average mAP 33.2
- 2021-06-15 — DyHead (Swin-L): Average mAP 35.3
- 2021-07-01 — CBNetV2 (Swin-L): Average mAP 39.0
- 2021-12-07 — GLIP-L (Swin-L): Average mAP 48.0
- 2022-11-14 — EVA: Average mAP 57.8