KTH
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Prediction | KTH 10 -> 20 steps (test) | PSNR34.34 | 88 | |
| Video Prediction | KTH 10 -> 40 steps (test) | PSNR33.35 | 77 | |
| Texture Classification | KTH 2-b | Accuracy94.4 | 37 | |
| Video Prediction | KTH | PSNR30.02 | 35 | |
| Video Prediction | KTH (test) | FVD72.3 | 24 | |
| Video Prediction | KTH 64x64 (test) | PSNR33.7 | 9 | |
| Video Interpolation | KTH 64 x 64 (test) | PSNR35.611 | 9 | |
| Video Generation | KTH | FVD Score65.69 | 8 | |
| Video Prediction | KTH persons 17-25 (test) | PSNR29.8 | 7 | |
| Video Prediction | KTH | MSE0.0014 | 7 | |
| Action Recognition | KTH (Full Dataset) | Accuracy99.3 | 5 | |
| Action Recognition | KTH (Scenario 1) | Accuracy96.67 | 4 | |
| Video Prediction | KTH 30-frame prediction 64 x 64 (test) | FVD2,223 | 4 | |
| Video Prediction | KTH 40-frame prediction 64 x 64 (test) | FVD144.2 | 3 | |
| Spatiotemporal Prediction | KTH | RMSE5.42 | 2 |
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