Metric: Params (M) (higher is better)
| # | Model↕ | Params (M)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | YOLOPv2 | 38.9 | No | YOLOPv2: Better, Faster, Stronger for Panoptic D... | 2022-08-24 | Code |
| 2 | HybridNets | 12.8 | No | HybridNets: End-to-End Perception Network | 2022-03-17 | Code |
| 3 | YOLOP | 7.9 | No | YOLOP: You Only Look Once for Panoptic Driving P... | 2021-08-25 | Code |
| 4 | TriLiteNet-base | 2.35 | No | - | - | Code |
| 5 | TwinLiteNetPlus-Large | 1.94 | No | TwinLiteNetPlus: A Stronger Model for Real-time ... | 2024-03-25 | Code |
| 6 | TwinLiteNetPlus-Medium | 0.48 | No | TwinLiteNetPlus: A Stronger Model for Real-time ... | 2024-03-25 | Code |
| 7 | TwinLiteNet | 0.43 | No | TwinLiteNet: An Efficient and Lightweight Model ... | 2023-07-20 | Code |
| 8 | TwinLiteNetPlus-Small | 0.12 | No | TwinLiteNetPlus: A Stronger Model for Real-time ... | 2024-03-25 | Code |
| 9 | TwinLiteNetPlus-Nano | 0.03 | No | TwinLiteNetPlus: A Stronger Model for Real-time ... | 2024-03-25 | Code |