| Paper | Code | PSNR | SSIM | LPIPS | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution | ✓ Link | 25.32 | 0.741 | 0.222 | Upscale-A-Video | 2023-12-11 |
| FlashVSR: Towards Real-Time Diffusion-Based Streaming Video Super-Resolution | ✓ Link | 24.02 | 0.6450 | FlashVSR (Tiny) | 2025-10-14 | |
| DOVE: Efficient One-Step Diffusion Model for Real-World Video Super-Resolution | ✓ Link | 23.11 | 0.6210 | 0.2888 | DOVE | 2025-05-22 |
| SparkVSR: Interactive Video Super-Resolution via Sparse Keyframe Propagation | ✓ Link | 23.04 | 0.6237 | 0.3139 | SparkVSR (no reference) | 2026-03-17 |
| SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training | ✓ Link | 22.97 | 0.646 | 0.306 | SeedVR2-3B | 2025-06-05 |
| SwiftVR: Real-Time One-Step Generative Video Restoration | ✓ Link | 22.33 | 0.5742 | 0.2837 | SwiftVR | 2026-06-08 |
| FlashVSR: Towards Real-Time Diffusion-Based Streaming Video Super-Resolution | ✓ Link | 0.3436 | FlashVSR (Full) | 2025-10-14 |