Object Detection
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | EVA | Average mAP | 57.8 | — | Unverified |
| 2 | DETA (Swin-L) | Average mAP | 48.5 | — | Unverified |
| 3 | GLIP-L (Swin-L) | Average mAP | 48 | — | Unverified |
| 4 | GRiT (ViT-H) | Average mAP | 42.9 | — | Unverified |
| 5 | DINO (Swin-L) | Average mAP | 42.1 | — | Unverified |
| 6 | CBNetV2 (Swin-L) | Average mAP | 39 | — | Unverified |
| 7 | ConvNeXt-XL (Cascade Mask R-CNN) | Average mAP | 37.5 | — | Unverified |
| 8 | InternImage-L (Cascade Mask R-CNN) | Average mAP | 37 | — | Unverified |
| 9 | DyHead (Swin-L) | Average mAP | 35.3 | — | Unverified |
| 10 | ViTDet (ViT-H) | Average mAP | 34.3 | — | Unverified |