| 1 | LOGO-CAP (Ours) HRNet-W48 | 72.2 | No | - | - | - |
| 2 | LOGO-CAP (Ours) HRNet-W32 | 69.6 | No | - | - | - |
| 3 | Mr. DETR (Swin-L, 1x, 5cale) | 61.8 | Yes | Mr. DETR: Instructive Multi-Route Training for D... | 2024-12-13 | Code |
| 4 | Mr. DETR (Swin-L, 1x, 4scale) | 58.4 | No | Mr. DETR: Instructive Multi-Route Training for D... | 2024-12-13 | Code |
| 5 | MI-DETR (Swin-L 1x) | 58.2 | No | MI-DETR: An Object Detection Model with Multi-ti... | 2025-03-03 | Code |
| 6 | Relation-DETR (Swin-L 2x) | 58.1 | No | Relation DETR: Exploring Explicit Position Relat... | 2024-07-16 | Code |
| 7 | Relation-DETR (Swin-L 1x) | 57.8 | No | Relation DETR: Exploring Explicit Position Relat... | 2024-07-16 | Code |
| 8 | Salience-DETR (Focal-L 1x) | 57.3 | No | Salience DETR: Enhancing Detection Transformer w... | 2024-03-24 | Code |
| 9 | YOLOv6-L6(46 fps, V100, bs1) | 57.2 | No | YOLOv6 v3.0: A Full-Scale Reloading | 2023-01-13 | Code |
| 10 | Salience-DETR (Swin-L 1x) | 56.5 | No | Salience DETR: Enhancing Detection Transformer w... | 2024-03-24 | Code |
| 11 | MogaNet-XL (Cascade Mask R-CNN) | 56.2 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 12 | MogaNet-L (Cascade Mask R-CNN) | 53.3 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 13 | MogaNet-B (Cascade Mask R-CNN) | 52.6 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 14 | Relation-DETR (ResNet50 2x) | 52.1 | No | Relation DETR: Exploring Explicit Position Relat... | 2024-07-16 | Code |
| 15 | Relation-DETR (ResNet50 1x) | 51.7 | No | Relation DETR: Exploring Explicit Position Relat... | 2024-07-16 | Code |
| 16 | MogaNet-S (Cascade Mask R-CNN) | 51.6 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 17 | RF-ConvNeXt-T Cascade R-CNN | 50.9 | No | RF-Next: Efficient Receptive Field Search for Co... | 2022-06-14 | Code |
| 18 | Salience-DETR (ResNet50 1x) | 50 | No | Salience DETR: Enhancing Detection Transformer w... | 2024-03-24 | Code |
| 19 | SQR-Adamixer-R101 | 49.8 | No | Enhanced Training of Query-Based Object Detectio... | 2022-12-15 | Code |
| 20 | MogaNet-L (Mask R-CNN 1x) | 49.4 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 21 | ViDT Swin-base | 49.2 | No | ViDT: An Efficient and Effective Fully Transform... | 2021-10-08 | Code |
| 22 | SQR-Adamixer-R50 | 48.9 | No | Enhanced Training of Query-Based Object Detectio... | 2022-12-15 | Code |
| 23 | MogaNet-L (RetinaNet 1x) | 48.7 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 24 | MogaNet-B (Mask R-CNN 1x) | 47.9 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 25 | MogaNet-B (RetinaNet 1x) | 47.7 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 26 | ViDT Swin-small | 47.5 | No | ViDT: An Efficient and Effective Fully Transform... | 2021-10-08 | Code |
| 27 | MogaNet-S (Mask R-CNN 1x) | 46.7 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 28 | MogaNet-S (RetinaNet 1x) | 45.8 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 29 | ViDT Swin-tiny | 44.8 | No | ViDT: An Efficient and Effective Fully Transform... | 2021-10-08 | Code |
| 30 | MogaNet-T (Mask R-CNN 1x) | 42.6 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 31 | MogaNet-T (RetinaNet 1x) | 41.4 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 32 | MogaNet-XT (Mask R-CNN 1x) | 40.7 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |
| 33 | ViDT Swin-nano | 40.4 | No | ViDT: An Efficient and Effective Fully Transform... | 2021-10-08 | Code |
| 34 | MogaNet-XT (RetinaNet 1x) | 39.7 | No | MogaNet: Multi-order Gated Aggregation Network | 2022-11-07 | Code |