Metric: Params (M) (higher is better)
| # | Model↕ | Params (M)▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SwinV2-G (HTC++) | 3000 | No | Swin Transformer V2: Scaling Up Capacity and Res... | 2021-11-18 | Code |
| 2 | InternImage-H (M3I Pre-training) | 2180 | No | InternImage: Exploring Large-Scale Vision Founda... | 2022-11-10 | Code |
| 3 | Focal-Stable-DINO (Focal-Huge, no TTA) | 689 | No | A Strong and Reproducible Object Detector with O... | 2023-04-25 | Code |
| 4 | InternImage-XL | 602 | No | InternImage: Exploring Large-Scale Vision Founda... | 2022-11-10 | Code |
| 5 | Co-DETR | 304 | No | DETRs with Collaborative Hybrid Assignments Trai... | 2022-11-22 | Code |
| 6 | Plain-DETR (Swin-L) | 228 | No | - | - | Code |
| 7 | Co-DETR (Swin-L) | 218 | No | DETRs with Collaborative Hybrid Assignments Trai... | 2022-11-22 | Code |
| 8 | Relation-DETR (Focal-L) | 214 | No | Relation DETR: Exploring Explicit Position Relat... | 2024-07-16 | Code |
| 9 | YOLOX-X (Modified CSP v5) | 99.1 | No | YOLOX: Exceeding YOLO Series in 2021 | 2021-07-18 | Code |
| 10 | LeYOLO (Large@768) | 2.4 | No | LeYOLO, New Scalable and Efficient CNN Architect... | 2024-06-20 | Code |
| 11 | LeYOLO (Small@640) | 1.9 | No | LeYOLO, New Scalable and Efficient CNN Architect... | 2024-06-20 | Code |