| Benchmark | Model | Rank | Results |
|---|---|---|---|
| pedestrian-detection-on-llvip | YOLOv11x-RGBT-MCF | #2 | AP: 0.7026 |
| pedestrian-detection-on-llvip | YOLOv11m-RGBT-MCF | #3 | AP: 0.6906 |
| pedestrian-detection-on-llvip | YOLOv11x-Midfusion | #4 | AP: 0.676 |
| pedestrian-detection-on-llvip | YOLOv11s-Midfusion | #6 | AP: 0.6602 |
| pedestrian-detection-on-llvip | YOLOv11n-Midfusion | #7 | AP: 0.6583 |