Industrial Belt Crack Detection on BeltCrack14ks (test)
67.08mAP50BeltCrackDet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BeltCrackDetFrames=multiple, FLOPs=70.42G, Params=20.70M, FPS=16.72025.06 | 67.08 | 82.17 | |
| AOSTFrames=multiple, FLOPs=182.45G, Params=33.84M, FPS=9.52025.06 | 65.22 | 81.45 | |
| SimCrackFrames=single, FLOPs=76.19G, Params=9.54M, FPS=15.12025.06 | 64.33 | 80.84 | |
| TAPTRFrames=multiple, FLOPs=57.28G, Params=27.40M, FPS=13.32025.06 | 63.38 | 79.09 | |
| CrackNexFrames=single, FLOPs=47.35G, Params=14.21M, FPS=13.62025.06 | 62.59 | 79.82 | |
| YOLOXFrames=single, FLOPs=29.68G, Params=9.2M, FPS=50.82025.06 | 61.79 | 79.29 | |
| PyramidFlowFrames=single, FLOPs=76.28G, Params=10.27M, FPS=14.52025.06 | 60.85 | 78.85 | |
| vid-TLDRFrames=multiple, FLOPs=351.14G, Params=46.71M, FPS=2.62025.06 | 59.11 | 75.94 | |
| RINDFrames=single, FLOPs=265.15G, Params=8.37M, FPS=7.62025.06 | 52.25 | 72.36 | |
| ADL4VADFrames=single, FLOPs=120.72G, Params=15.88M, FPS=11.72025.06 | 52.04 | 71.84 | |
| UniASFrames=single, FLOPs=127.02G, Params=11.95M, FPS=12.92025.06 | 51.63 | 70.56 | |
| CrackFormerFrames=single, FLOPs=50.58G, Params=8.42M, FPS=17.32025.06 | 48.71 | 70.21 | |
| JTFNFrames=single, FLOPs=656.48G, Params=17.87M, FPS=1.82025.06 | 40.15 | 64.02 |