Video reconstruction on ActivityNet (test)
2.01FVDIV-VAE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IV-VAEParams=108M, FCR=4*8*8, Chn=162024.11 | 2.01 | 42.61 | 97.22 | 0.0197 | |
| CogX-VAEParams=215M, FCR=4*8*8, Chn=162024.11 | 2.17 | 40.68 | 97.03 | 0.0247 | |
| Causal VAEParams=127M, FCR=4*8*8, Chn=162024.11 | 2.43 | 40.42 | 96.71 | 0.0248 | |
| IV-VAEParams=107M, FCR=4*8*8, Chn=82024.11 | 3.5 | 39.61 | 95.66 | 0.0307 | |
| Causal VAEParams=127M, FCR=4*8*8, Chn=82024.11 | 4.39 | 38.36 | 95.19 | 0.0346 | |
| SVD VAEParams=97M, FCR=1*8*8, Chn=42024.11 | 5.47 | 37.07 | 92.98 | 0.0322 | |
| IV-VAEParams=107M, FCR=4*8*8, Chn=42024.11 | 6.08 | 38.47 | 93.59 | 0.0444 | |
| OD-VAEParams=239M, FCR=4*8*8, Chn=42024.11 | 8.1 | 36.95 | 93.21 | 0.0467 | |
| Causal VAEParams=127M, FCR=4*8*8, Chn=42024.11 | 8.26 | 37.06 | 93.26 | 0.0534 | |
| CV-VAEParams=182M, FCR=4*8*8, Chn=42024.11 | 12.57 | 34.87 | 91.56 | 0.0685 | |
| OS VAEParams=393M, FCR=4*8*8, Chn=42024.11 | 13.56 | 37.64 | 93.4 | 0.0678 |