Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EvTexture+ | 0.9195 | No | EvTexture: Event-driven Texture Enhancement for ... | 2024-06-19 | Code |
| 2 | EvTexture | 0.9174 | No | EvTexture: Event-driven Texture Enhancement for ... | 2024-06-19 | Code |
| 3 | LRTI-VSR | 0.9162 | No | Small Clips, Big Gains: Learning Long-Range Refo... | 2025-05-04 | Code |
| 4 | IART | 0.9138 | No | Enhancing Video Super-Resolution via Implicit Re... | 2023-04-29 | Code |
| 5 | FTVSR | 0.907 | No | Learning Spatiotemporal Frequency-Transformer fo... | 2022-12-27 | Code |
| 6 | FTVSR | 0.896 | No | Learning Spatiotemporal Frequency-Transformer fo... | 2022-08-05 | Code |
| 7 | DAVSR | 0.859 | No | Towards Interpretable Video Super-Resolution via... | 2022-07-21 | Code |