Event-to-Video Reconstruction on HS-ERGB far
0.275LPIPSLTX-Events
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LTX-EventsSequence Length=32 frames, Temporal Extrapolation Level=In-distribution, Model state=adapted2025.12 | 0.275 | 22.8 | 0.66 | |
| LTX-EventsSequence Length=64 frames, Temporal Extrapolation Level=Moderate extrapolation, Model state=adapted2025.12 | 0.324 | 21 | 0.602 | |
| LTX-EventsSequence Length=32 frames, Temporal Extrapolation Level=In-distribution, Model state=frozen2025.12 | 0.351 | 20.1 | 0.588 | |
| LTX-EventsSequence Length=128 frames, Temporal Extrapolation Level=Extended extrapolation, Model state=adapted2025.12 | 0.368 | 19 | 0.558 | |
| HyperE2VIDSequence Length=32 frames, Temporal Extrapolation Level=In-distribution, Variant=autoregressive2025.12 | 0.491 | 17 | 0.534 | |
| LTX-EventsSequence Length=64 frames, Temporal Extrapolation Level=Moderate extrapolation, Model state=frozen2025.12 | 0.496 | 17.4 | 0.501 | |
| HyperE2VIDSequence Length=64 frames, Temporal Extrapolation Level=Moderate extrapolation2025.12 | 0.499 | 15.6 | 0.515 | |
| HyperE2VIDSequence Length=128 frames, Temporal Extrapolation Level=Extended extrapolation2025.12 | 0.503 | 14.6 | 0.503 | |
| LTX-EventsSequence Length=128 frames, Temporal Extrapolation Level=Extended extrapolation, Model state=frozen2025.12 | 0.638 | 15.1 | 0.402 |