| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Frame Prediction | HS-ERGB 7 frames (test) | PSNR29.74 | 10 | |
| Event-to-Video Reconstruction | HS-ERGB far | LPIPS0.275 | 9 | |
| Event-to-Video Reconstruction | HS-ERGB close | LPIPS0.231 | 9 | |
| Event-stream fidelity | HS-ERGB | IG-NLL0.0023 | 6 | |
| Batching diagnostics | HS-ERGB | Same-ts0.1662 | 6 | |
| Video Frame Interpolation | HS-ERGB 7 skips | PSNR33.48 | 6 | |
| Event-to-Video Reconstruction | HS-ERGB | PSNR18.1587 | 5 |