2D Classification on BigDetection val
Metric: AP50 (higher is better)
Metric: AP50 (higher is better)
| # | Model↕ | AP50▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Cascade R-CNN (R50-FPN) | 33 | No | BigDetection: A Large-scale Benchmark for Improv... | 2022-03-24 | Code |
| 2 | CenterNet2 (R50-FPN) | 30.2 | No | BigDetection: A Large-scale Benchmark for Improv... | 2022-03-24 | Code |
| 3 | Faster R-CNN (R50-FPN) | 29.3 | No | BigDetection: A Large-scale Benchmark for Improv... | 2022-03-24 | Code |
| 4 | Faster R-CNN (R50) | 28.8 | No | BigDetection: A Large-scale Benchmark for Improv... | 2022-03-24 | Code |
| 5 | Deformable DETR (R50) | 19.3 | No | BigDetection: A Large-scale Benchmark for Improv... | 2022-03-24 | Code |
| 6 | YOLOv3 (D53) | 17.4 | No | BigDetection: A Large-scale Benchmark for Improv... | 2022-03-24 | Code |