Snitch Localization on CATER v1.0 (test)
90.7Top-1 AccuracyLoci
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Locisupervision=fine-tuned, Parameters (M)=2.962022.05 | 90.7 | 98.5 | 0.14 | 0.14 | |
| TFC V3D DepthwiseParameters (M)=24.642022.05 | 79.7 | 95.5 | 0.47 | — | |
| Locisupervision=unsupervised, Parameters (M)=4.142022.05 | 78.4 | 92 | 0.45 | 0.44 | |
| OPNet2022.05 | 74.8 | — | 0.54 | — | |
| Aloe2022.05 | 74 | 94 | 0.44 | — | |
| Hopper-multihopParameters (M)=6.392022.05 | 73.2 | 93.8 | 0.85 | — | |
| Inferno2022.05 | 71.7 | 88.9 | — | — | |
| Hopper-sinetParameters (M)=139.222022.05 | 69.1 | 91.8 | 1.02 | — | |
| TPN-1012022.05 | 65.3 | 83 | 1.09 | — | |
| TSM-502022.05 | 64 | 85.7 | 0.93 | — | |
| Hopper-transformerParameters (M)=15.012022.05 | 61.1 | 86.6 | 1.42 | — | |
| I3D-50 + LSTM2022.05 | 60.2 | 81.8 | 1.2 | — | |
| DaSiamRPN2022.05 | 33.9 | 40.8 | 2.4 | — | |
| TSN (RGB) + LSTM2022.05 | 25.6 | 67.2 | 2.6 | — | |
| SINetParameters (M)=138.692022.05 | 21.1 | 47.1 | 3.14 | — | |
| TransformerParameters (M)=15.012022.05 | 13.7 | 39.9 | 3.53 | — | |
| Random2022.05 | 2.8 | 13.8 | 3.9 | — |