Snitch Localization on CATER-h (test)
68.4Top-1 AccuracyHopper-multihop
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Hopper-multihop# Parameters (M)=6.39, GFLOPs=1.792021.03 | 68.4 | — | — | |
| Hopper-multihopFPS=1, # Frames=132021.03 | 68.4 | 87.9 | 1.09 | |
| Hopper-multihopFPS=1, # Frames=132021.03 | 68.4 | 87.9 | 1.09 | |
| Hopper-sinet# Parameters (M)=139.22, GFLOPs=8.052021.03 | 62.8 | — | — | |
| Hopper-sinetFPS=1, # Frames=132021.03 | 62.8 | 91.7 | 1.25 | |
| Hopper-sinetFPS=1, # Frames=132021.03 | 62.8 | 91.7 | 1.25 | |
| Hopper-transformer# Parameters (M)=15.01, GFLOPs=1.102021.03 | 57.6 | — | — | |
| Hopper-transformerFPS=1, # Frames=132021.03 | 57.6 | 90.1 | 1.39 | |
| Hopper-transformerFPS=1, # Frames=132021.03 | 57.6 | 90.1 | 1.39 | |
| TPN-101FPS=2.5, # Frames=322021.03 | 50.2 | 88.3 | 1.46 | |
| TPN-101FPS=2.5, # Frames=322021.03 | 50.2 | 88.3 | 1.46 | |
| TSM-50FPS=1, # Frames=132021.03 | 44 | 75.7 | 1.54 | |
| TSM-50FPS=1, # Frames=132021.03 | 44 | 75.7 | 1.54 | |
| Hopper-transformer (last frame)# Parameters (M)=15.01, GFLOPs=0.092021.03 | 41.8 | — | — | |
| Hopper-transformer (last frame)FPS=1, # Frames=132021.03 | 41.8 | 79.3 | 2.1 | |
| Hopper-transformer (last frame)FPS=1, # Frames=132021.03 | 41.8 | 79.3 | 2.1 | |
| Hungarian (Tracking)2021.03 | 37.2 | 44.4 | 2.3 | |
| Hungarian (Tracking - ours)2021.03 | 37.2 | 44.4 | 2.3 | |
| SINet# Parameters (M)=138.69, GFLOPs=7.982021.03 | 18.6 | — | — | |
| SINetFPS=1, # Frames=132021.03 | 18.6 | 44.3 | 3.24 | |
| SINetFPS=1, # Frames=132021.03 | 18.6 | 44.3 | 3.24 | |
| DaSiamRPN (Tracking)2021.03 | 17.1 | 26.1 | 2.9 | |
| DaSiamRPN (Tracking)2021.03 | 17.1 | 26.1 | 2.9 | |
| Transformer# Parameters (M)=15.01, GFLOPs=0.112021.03 | 11.6 | — | — | |
| TransformerFPS=1, # Frames=132021.03 | 11.6 | 34.4 | 3.49 | |
| TransformerFPS=1, # Frames=132021.03 | 11.6 | 34.4 | 3.49 | |
| Random2021.03 | 2.4 | 13.6 | 3.9 | |
| Random2021.03 | 2.4 | 13.6 | 3.9 |